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Group: formalization-evaluation. Source: M. R. Bridson, D. B. McReynolds, A. W. Reid, and R. Spitler, `Absolute profinite rigidity and hyperbolic geometry`, Annals of Math, 192 (3) 2020. Statement take Problem by Thomas Browning.","id":"open-annals_absolute_profinite_rigidity","name":"Absolute profinite rigidity and hyperbolic geometry","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: W. Sawin and M. Shusterman, `On the Chowla and twin primes conjectures over 𝔽_q[T]`, Annals of Math, 196 (2) 2022. Statement taken from https://github.com/Impe Problem by Thomas Browning.","id":"open-annals_chowla_and_twin_prime_over_fq_t","name":"On the Chowla and twin primes conjectures over 𝔽_q[T]","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: I. 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Statement taken from https://github.com/ImperialCol Problem by Katerina Hristova.","id":"open-annals_spread_of_a_finite_group","name":"The spread of a finite group","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: J. Fernández de Bobadilla and T. Pełka, `Symplectic monodromy at radius zero and equimultiplicity of μ-constant families`, Annals of Math, 200 (1) 2024. Stateme Problem by Justus Springer.","id":"open-annals_symplectic_monodromy","name":"Symplectic monodromy at radius zero and equimultiplicity of μ-constant families","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: V. Dimitrov, Z. Gao, and P. Habegger, `Uniformity in Mordell–Lang for curves`, Annals of Math, 194 (1) 2021. 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Source: https://arxiv.org/abs/1808.02923 Problem by Kim Morrison.","id":"open-conway_knot_not_smoothly_slice","name":"The Conway knot is not smoothly slice","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: Freedman, *The topology of four-dimensional manifolds*, J. Diff. Geom. 17 (1982). See also Freedman-Quinn, *Topology of 4-Manifolds*, Princeton 1990. Problem by Kim Morrison.","id":"open-conway_knot_topologically_slice","name":"The Conway knot is topologically slice","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: Casson, 1980s (unpublished); Akbulut-Matveyev, *A convex decomposition theorem for 4-manifolds*, IMRN 1998. See also Hedden-Kirk-Livingston, *Non-slice linear c Problem by Kim Morrison.","id":"open-exists_topologically_slice_not_smoothly_slice","name":"Existence of a topologically slice, not smoothly slice knot","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Problem by Junyan Xu.","id":"open-faltings","name":"Faltings' theorem (Mordell conjecture)","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: https://en.wikipedia.org/wiki/Fermat%27s_Last_Theorem Problem by Xuanji Li.","id":"open-fermat_last_theorem","name":"Fermat's Last Theorem","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: Folklore via CFSG; classical work of Mathieu, Jordan; modern accounts in P. Cameron, Permutation Groups (1999). Problem by Kim Morrison.","id":"open-five_transitive_card_classification","name":"Possible orders of 5-transitive finite permutation groups","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Problem by Oliver Nash.","id":"open-four_manifold_not_smooth","name":"Freedman's non-smoothability theorem","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: Kepler conjecture 1611 (J. Kepler, *Strena seu de Nive Sexangula*); proof T. Hales, 'A proof of the Kepler conjecture', Ann. of Math. (2) 162 (2005) 1065–1185;  Problem by Kim Morrison.","id":"open-kepler_conjecture","name":"Kepler conjecture (optimal sphere packing in ℝ³)","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: János Kollár, Max Lieblich, Martin Olsson, and Will Sawin. The Zariski topology, linear systems, and algebraic varieties. Problem by Junyan Xu.","id":"open-kollar_lieblich_olsson_sawin","name":"Topological reconstruction theorems for varieties","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: C. Manolescu, *Pin(2)-equivariant Seiberg–Witten Floer homology and the triangulation conjecture*, J. Amer. Math. Soc. 29 (2016), via the Galewski–Stern and Mat Problem by Kim Morrison.","id":"open-manolescu_triangulation_disproof","name":"Manolescu's disproof of the triangulation conjecture","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: B. Mazur, *Modular curves and the Eisenstein ideal*, Publ. IHÉS 47 (1977). Knill, *Some fundamental theorems in mathematics*, §139. Problem by Kim Morrison.","id":"open-mazur_torsion","name":"Mazur's torsion theorem","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: Nikolay Nikolov and Dan Segal, *On finitely generated profinite groups, I: strong completeness and uniform bounds*, Annals of Mathematics 165 (2007), no. 1, 171 Problem by Adam Topaz.","id":"open-nikolov_segal","name":"Nikolov–Segal strong completeness theorem","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: Martin W. Liebeck, E. A. O'Brien, Aner Shalev, and Pham Huu Tiep, *The Ore conjecture*, Journal of the European Mathematical Society 12 (2010), no. 4, 939–1008, Problem by Adam Topaz.","id":"open-ore_conjecture","name":"The Ore conjecture: every element of a finite nonabelian simple group is a commutator","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: M. H. Freedman, The topology of four-dimensional manifolds, J. Differential Geom. 17 (1982), 357-453. Specialization of `proof_wanted ContinuousMap.HomotopyEqui Problem by Kim Morrison.","id":"open-poincare_4d_topological","name":"4D topological Poincaré conjecture (Freedman)","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: S. Ramanujan, 'On certain arithmetical functions', Trans. Cambridge Philos. Soc. 22 (1916) 159–184. H. Petersson, 'Theorie der automorphen Formen beliebiger ree Problem by Seewoo Lee.","id":"open-ramanujan_petersson","name":"Ramanujan–Petersson conjecture for the τ-function (Deligne's theorem)","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: O. Schreier, Über die Erweiterung von Gruppen II, Abh. Math. Sem. Univ. Hamburg 4 (1926); CFSG, completed c. 2004. Problem by Kim Morrison.","id":"open-schreier_conjecture","name":"Schreier's conjecture: outer automorphism group of a finite simple group is solvable","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: A. Hatcher, A proof of the Smale conjecture, Diff(S3) = O(4), Ann. of Math. 117 (1983). Problem by Kim Morrison.","id":"open-smale_conjecture","name":"Smale conjecture (Hatcher) in relative parameterized form","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: M. Bhargava, J. Hanke, Universal quadratic forms and the 290-theorem, preprint (2011). See also https://en.wikipedia.org/wiki/15_and_290_theorems Problem by Bolton Bailey/Project Numina.","id":"open-two_ninety_theorem","name":"The 290 theorem","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: T. Watanabe, *Some exotic nontrivial elements of the rational homotopy groups of Diff(S⁴)*, arXiv:1812.02448 (2018). Pairs with the positive S³ statement of Hat Problem by Kim Morrison.","id":"open-watanabe_four_dim_smale_disproof","name":"Watanabe's disproof of the 4-dimensional Smale conjecture","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: H. A. Helfgott, The ternary Goldbach conjecture is true, arXiv:1312.7748 (2013), https://arxiv.org/abs/1312.7748; H. A. Helfgott and D. J. Platt, Numerical Veri Problem by Vasily Ilin.","id":"open-weak_goldbach","name":"Weak Goldbach theorem","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: P. Deligne, 'La conjecture de Weil. I', Publications Mathématiques de l'Institut des Hautes Études Scientifiques, Volume 43, pages 273–307 (1974), https://www.n Problem by Junyan Xu.","id":"open-weil_conjectures","name":"Weil conjectures in terms of point counts","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Unsolved. Group: formalization-evaluation. Source: C.H. Taubes, 'The Seiberg–Witten equations and the Weinstein conjecture', Geom. Topol. 11 (2007) 2117–2202; arXiv:math/0611007. Conjecture: A. Weinstein, 'On th Problem by Kim Morrison.","id":"open-weinstein_conjecture_dim3","name":"Weinstein conjecture in dimension three (Taubes 2007)","metricName":"solved","metricDirection":"maximize","baseline":0,"isOpen":true,"records":[],"contested":false},{"description":"Official leaderboard: each row is a model (or harness + model) ranked by the number of distinct benchmark problems it has solved; 304 problems in the catalog, 130 active.","id":"models","name":"Models — problems solved","metricName":"problems solved","metricDirection":"maximize","isOpen":false,"records":[{"contributor":"Axiom Prover (Axiom Math)","description":"1 submitter: Vilin97 (264)","date":"2026-10-15","value":264,"contributorKind":"model","submissionUrls":["https://lean-lang.org/eval/"],"isCurrentBest":true,"agent":{"model":"Axiom Prover (Axiom Math)","evidence":"lean-lang.org/eval leaderboard.json: \"Axiom Prover (Axiom Math)\" solved 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Training a policy is the miner's own responsibility.","deadline":"rolling","rounds":"Rounds with per-round seeds; conditions (friction, wind) drawn per round and not published while the round is open.","prizes":"Apex competition (Bittensor Subnet 1) mining rewards","cost":"free","verification":"Referee container runs the policy in a player sandbox; physics_glitch/invalid/player errors score 0.0; history and API log artifacts are collected per submission.","requirements":["Python 3.10+","ONNX","Docker","MuJoCo (for local eval/replay)"],"compute":"cpu"},"links":[{"label":"Repository","url":"https://github.com/macrocosm-os/apex-competition-humanoid-parkour"},{"label":"Baseline provenance","url":"https://github.com/macrocosm-os/apex-competition-humanoid-parkour/blob/main/baseline/PROVENANCE.md"},{"label":"Unitree RL Gym (baseline source)","url":"https://github.com/unitreerobotics/unitree_rl_gym"},{"label":"v0.2.0 predecessor","url":"https://github.com/macrocosm-os/apex-competition-humanoid-parkour-v2/tree/v0.2.0"}],"organizer":{"name":"Macrocosm (Apex, Bittensor Subnet 1)","url":"https://github.com/macrocosm-os","type":"company"},"venue":{"type":"online"},"quickstart":"docker build -f referee/Dockerfile -t hp-referee .\ndocker build -f player/Dockerfile  -t hp-player  .\ndocker network create hpnet\ndocker run -d --name hp-p --network hpnet -v \"$PWD/baseline/baseline.onnx:/app/submission.onnx:ro\" hp-player\nmkdir -p /tmp/hpdata && chmod 777 /tmp/hpdata\ndocker run --rm --network hpnet -v /tmp/hpdata:/data -e MATCH_ID=local -e SEED=1 -e NUM_PLAYERS=1 -e PLAYER_URLS=http://hp-p:8000 -e CONFIG_JSON='{\"seed\":1,\"num_instances\":24,\"max_steps_per_episode\":3000,\"deadline_ms\":500}' hp-referee\njq '.raw_scores, .metadata.num_completed' /tmp/hpdata/result.json","problems":[{"description":"Drive the 12-DoF Unitree G1 through the 51.1 m parkour course; raw_score is the mean over 24 instances with randomized friction and wind. Completions score 1.0 + (max_steps - steps)/max_steps; non-completions score their fraction of course covered.","id":"humanoid-parkour-course","name":"Humanoid Parkour Course","metricName":"raw_score","metricDirection":"maximize","baseline":0.21,"isOpen":true,"records":[{"contributor":"Unitree stock G1 walker (baseline)","description":"Unitree's stock G1 walking policy (motion.pt) wrapped to the competition interface; flat-ground locomotion, no terrain perception, falls off the first ledge at ~21% of the course.","value":0.21,"contributorKind":"method","isBaseline":true,"isCurrentBest":true}],"contested":false}],"agentStats":[],"repo":{"owner":"macrocosm-os","name":"apex-competition-humanoid-parkour","branch":"main"},"participants":[],"stats":{"totalRecords":1,"uniqueParticipants":0,"recordsLast30d":0,"recordsLast90d":0},"lastUpdated":"2026-11-02T11:22:26.450Z"},{"id":"swe-bench-pro-leaderboard","name":"SWE-bench Pro Leaderboard","tagline":"Score coding agents on 731 real-world software engineering tasks by the fraction of instances whose test suites pass.","description":"A leaderboard for evaluating coding agents on SWE-bench Pro, a dataset of 731 real-world software engineering tasks. A green agent sends each instance (problem statement + Docker image) to a submitted coding agent, collects the returned patch, and runs the project's test suite in Docker; an instance passes only if all FAIL_TO_PASS tests pass and all PASS_TO_PASS tests still pass. Final score is accuracy = passed / total. Run by the RDI Foundation via the AgentBeats platform.","url":"https://github.com/RDI-Foundation/swe-bench-leaderboard","host":"github","status":"active","domain":"coding-agents","tags":["swe-bench","coding-agents","software-engineering","agent-evaluation","docker","a2a"],"images":[],"participation":{"howToSubmit":"Fork the repo, set your agent's Agentbeats ID in scenario.json5 (metadata.agentbeats_ids.coding_agent), add provider API keys as repo secrets, then open/update a PR to main or trigger the 'Run Scenario' workflow from the Actions tab; follow the PR link in the workflow summary to submit results. 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(Optional) edit scenario.json5 to set a small local run\n#    e.g. components.gateway.config.assessment_config.num_instances = 1\n\n# 2. Compile the scenario\namber compile scenario.json5 --docker-compose amber-out\n\n# 3. Fill in the generated env file\ncp amber-out/env.example amber-out/.env\n$EDITOR amber-out/.env\n\n# 4. Run the stack\nAMBER_CONFIG_CODING_AGENT__MODEL_NAME=gpt-4o \\\nAMBER_CONFIG_CODING_AGENT__OPENAI_API_KEY=sk-xxx \\\ndocker compose -f amber-out/compose.yaml --env-file amber-out/.env up","problems":[{"description":"Accuracy over SWE-bench Pro instances: fraction of instances where all FAIL_TO_PASS tests pass and all PASS_TO_PASS tests still pass.","metricUnit":"%","id":"swe-bench-pro","name":"SWE-bench Pro","metricName":"accuracy","metricDirection":"maximize","isOpen":false,"records":[{"contributor":"SWE-bench Purple Agent","description":"mini-swe-agent (openrouter/deepseek/deepseek-v3.2), 1 instance","date":"2026-04-13","value":0,"contributorKind":"method","submissionUrls":["https://github.com/RDI-Foundation/swe-bench-leaderboard/blob/main/results/019d8691-0a8c-7a32-a5e1-1b72cf211f3a.json"],"agent":{"model":"deepseek/deepseek-v3.2","tool":"mini-swe-agent","evidence":"A2A coding agent that solves SWE-bench Pro instances using mini-swe-agent (openrouter/deepseek/deepseek-v3.2).","family":"deepseek","confidence":"high","role":"subject"}},{"contributor":"SWE-bench Purple Agent","description":"mini-swe-agent (openrouter/deepseek/deepseek-v3.2), 5 instances","date":"2026-04-13","value":0.4,"contributorKind":"method","submissionUrls":["https://github.com/RDI-Foundation/swe-bench-leaderboard/blob/main/results/019d86f7-8639-7853-bbd1-b045cc625e16.json"],"isCurrentBest":true,"agent":{"model":"deepseek/deepseek-v3.2","tool":"mini-swe-agent","evidence":"A2A coding agent that solves SWE-bench Pro instances using mini-swe-agent (openrouter/deepseek/deepseek-v3.2).","family":"deepseek","confidence":"high","role":"subject"}},{"contributor":"SWE-bench Purple Agent","description":"mini-swe-agent (deepseek/deepseek-chat), 5 instances","date":"2026-04-15","value":0.4,"contributorKind":"method","submissionUrls":["https://github.com/RDI-Foundation/swe-bench-leaderboard/blob/main/results/019d9025-c7b0-7240-b0e0-069d053c12c7.json"],"agent":{"model":"deepseek/deepseek-chat","tool":"mini-swe-agent","evidence":"A2A coding agent that solves SWE-bench Pro instances using mini-swe-agent (deepseek/deepseek-chat).","family":"deepseek","confidence":"high","role":"subject"}},{"contributor":"SWE-bench Purple Agent","description":"mini-swe-agent (deepseek/deepseek-chat), 5 instances","date":"2026-04-16","value":0.2,"contributorKind":"method","submissionUrls":["https://github.com/RDI-Foundation/swe-bench-leaderboard/blob/main/results/019d9480-9365-7273-b12a-bd76d7d604b4.json"],"agent":{"model":"deepseek/deepseek-chat","tool":"mini-swe-agent","evidence":"A2A coding agent that solves SWE-bench Pro instances using mini-swe-agent (deepseek/deepseek-chat).","family":"deepseek","confidence":"high","role":"subject"}},{"contributor":"SWE-bench Purple Agent","description":"mini-swe-agent (deepseek/deepseek-chat), 5 instances","date":"2026-04-16","value":0.4,"contributorKind":"method","submissionUrls":["https://github.com/RDI-Foundation/swe-bench-leaderboard/blob/main/results/019d9602-bdf5-7b71-8185-1ba4e00fa994.json"],"agent":{"model":"deepseek/deepseek-chat","tool":"mini-swe-agent","evidence":"A2A coding agent that solves SWE-bench Pro instances using mini-swe-agent (deepseek/deepseek-chat).","family":"deepseek","confidence":"high","role":"subject"}},{"contributor":"AgentX-Spring0123","description":"Purple agent using official A2A Python server template, 5 instances","date":"2026-04-18","value":0,"contributorKind":"method","submissionUrls":["https://github.com/RDI-Foundation/swe-bench-leaderboard/blob/main/results/019da114-0d54-7310-b6be-58c57d201617.json"],"agent":{"model":"AgentX-Spring0123","evidence":"Purple agent using official A2A Python server template, 5 instances","family":"other-ai","confidence":"low","role":"subject"}}],"contested":true}],"agentStats":[],"repo":{"owner":"RDI-Foundation","name":"swe-bench-leaderboard","branch":"main"},"participants":[],"stats":{"totalRecords":6,"uniqueParticipants":0,"firstSubmission":"2026-04-13","lastSubmission":"2026-04-18","recordsLast30d":0,"recordsLast90d":0},"lastUpdated":"2026-11-02T11:22:26.450Z"},{"id":"squad-explorer","name":"SQuAD","tagline":"The Stanford Question Answering Dataset benchmark for reading comprehension.","description":"SQuAD is a reading comprehension dataset consisting of questions posed by crowdworkers on a set of Wikipedia articles. 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Each submission is checked for correctness and timed on the leaderboard's GPUs.","submissionFormat":"A single Python file (submission.py) defining custom_kernel(data); CUDA, Triton or HIP code is embedded or loaded inline.","computeDetails":"Benchmarks run on GPU MODE's hardware (A100, H100, B200, L4, T4, MI300, MI300x8, MI355X); no local GPU is required, though one helps for iteration.","deadline":"per leaderboard; beginner v2 problems are open-ended","prizes":"varies by competition (sponsored rounds have prizes)","eligibility":"Open to everyone with an account.","cost":"free","verification":"Server-side correctness checks and timing; top submissions are re-validated against a stricter contract on some leaderboards.","requirements":["gpumode.com / Discord registration","Python","PyTorch","CUDA / Triton / HIP"],"compute":"none"},"links":[{"label":"Leaderboards","url":"https://www.gpumode.com/"},{"label":"Reference kernels (problems + evaluators)","url":"https://github.com/gpu-mode/reference-kernels"},{"label":"popcorn-cli","url":"https://github.com/gpu-mode/popcorn-cli"},{"label":"Discord","url":"https://discord.gg/gpumode"}],"organizer":{"name":"GPU MODE","url":"https://www.gpumode.com/","type":"community"},"venue":{"location":"Discord / gpumode.com","type":"online"},"quickstart":"curl -fsSL https://raw.githubusercontent.com/gpu-mode/popcorn-cli/main/install.sh | bash\ncurl -O https://raw.githubusercontent.com/gpu-mode/reference-kernels/main/problems/linalg/cholesky_py/submission.py\n# make custom_kernel faster, then:\npopcorn submit submission.py --leaderboard cholesky --no-tui","problems":[{"group":"A100","description":"Implement fused cross-entropy forward and backward kernels for logits of shape (B, V). Ranked by runtime on A100. Closed 2026-04-17. 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To be explicit, you will be given a tuple of tensors: ``` (abc_tensors, sfasfb_tensors, problem_sizes) ``` where: * `abc_tensors` is list of tuples (a, b, c) where a is torch.Tensor[float4e2m1fn_x2] of shape [M, K // 2, L] b is torch.Tensor[float4e2m1fn_x2] of shape [N, K // 2, L] c is torch.Tensor[float16] of… Ranked by runtime on B200 (also run on NVIDIA). Closed 2026-02-21. Submissions no longer accepted.","metricUnit":"µs","id":"nvfp4-group-gemm","name":"nvfp4_group_gemm · B200","metricName":"runtime","metricDirection":"minimize","isOpen":false,"records":[{"contributor":"gau.nernst","description":"rank 1 on B200 · 1579 submissions","date":"2026-02-21","value":13.092,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":true},{"contributor":"guaguabear","description":"rank 2 on B200 · 1980 submissions","date":"2026-02-21","value":13.866,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"Ouye Xie","description":"rank 3 on B200 · 55 submissions","date":"2026-02-21","value":14.116,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"billcarson","description":"rank 4 on B200 · 179 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submissions","date":"2026-02-17","value":199.197,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"Clark Kitchen","description":"rank 57 on B200 · 72 submissions","date":"2026-02-06","value":200.79,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"lucifer_0000007","description":"rank 58 on B200 · 1 submission","date":"2026-02-06","value":234.57,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"ra_XOr","description":"rank 59 on B200 · 10 submissions","date":"2026-01-25","value":240.311,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"jlee5814","description":"rank 60 on B200 · 3 submissions","date":"2026-02-10","value":240.65,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"yachty66","description":"rank 61 on B200 · 26 submissions","date":"2026-02-10","value":242.63,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"james4777","description":"rank 62 on B200 · 4 submissions","date":"2026-01-27","value":242.998,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"sasmitha001","description":"rank 63 on B200 · 4 submissions","date":"2026-02-06","value":244.757,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"Liang He","description":"rank 64 on B200 · 10 submissions","date":"2026-02-11","value":262.748,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"kuttivicky","description":"rank 65 on B200 · 4 submissions","date":"2026-02-11","value":270.186,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"drillyb","description":"rank 66 on B200 · 236 submissions","date":"2026-01-21","value":299.719,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"我爱拆拆","description":"rank 67 on B200 · 356 submissions","date":"2026-02-17","value":355.305,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"zyn","description":"rank 68 on B200 · 2 submissions","date":"2026-01-22","value":360.125,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false},{"contributor":"blurbird","description":"rank 69 on B200 · 2 submissions","date":"2026-01-21","value":9763.763,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/730","isCurrentBest":false}],"contested":true},{"group":"B200","description":"You will implement a block scaled dual matrix-matrix multiplication kernel with silu activation optimized for NVIDIA B200. To be explicit, you will be given a tuple of tensors: ``` (a, b1, b2, sfa, sfb1, sfb2, c) ``` where: * `a` is M x K x L in K-major order in nvfp4(e2m1) * `b1` is N x K x L in K-major order in nvfp4(e2m1) * `b2` is N x K x L in K-major order in nvfp4(e2m1) * `sfa` is M x (K // 16) x L in K-major… Ranked by runtime on B200. Closed 2026-01-20. Submissions no longer accepted.","metricUnit":"µs","id":"modal-nvfp4-dual-gemm","name":"modal_nvfp4_dual_gemm · B200","metricName":"runtime","metricDirection":"minimize","isOpen":false,"records":[{"contributor":"guaguabear","description":"rank 1 on B200 · 1633 submissions","date":"2026-01-20","value":12.901,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":true},{"contributor":"gau.nernst","description":"rank 2 on B200 · 191 submissions","date":"2026-01-18","value":13.183,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"macto","description":"rank 3 on B200 · 150 submissions","date":"2026-01-20","value":13.443,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"Arseni Ivanov","description":"rank 4 on B200 · 22 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submissions","date":"2026-01-18","value":14.284,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"novo_force","description":"rank 13 on B200 · 759 submissions","date":"2026-01-19","value":14.627,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"leymore4172","description":"rank 14 on B200 · 4 submissions","date":"2026-01-19","value":14.641,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"hekailove","description":"rank 15 on B200 · 1503 submissions","date":"2026-01-19","value":15.134,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"Naturalseeker","description":"rank 16 on B200 · 34 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submissions","date":"2026-01-18","value":16.265,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"mufeez-amjad","description":"rank 21 on B200 · 7 submissions","date":"2026-01-20","value":16.505,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"Nareg","description":"rank 22 on B200 · 6 submissions","date":"2026-01-19","value":17.588,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"MINJAE","description":"rank 23 on B200 · 2 submissions","date":"2026-01-19","value":17.829,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"jason","description":"rank 24 on B200 · 9 submissions","date":"2026-01-18","value":17.875,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"dxyz","description":"rank 25 on B200 · 4 submissions","date":"2026-01-18","value":19.9,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"Kazim","description":"rank 26 on B200 · 68 submissions","date":"2026-01-18","value":20.692,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"_spatters","description":"rank 27 on B200 · 6 submissions","date":"2026-01-20","value":20.992,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"ozamatash","description":"rank 28 on B200 · 4 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submissions","date":"2026-01-18","value":39.408,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"jethreetwo","description":"rank 33 on B200 · 2 submissions","date":"2026-01-18","value":39.6,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"wkwkes9611","description":"rank 34 on B200 · 4 submissions","date":"2026-01-18","value":58.245,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"Seraphim","description":"rank 35 on B200 · 8 submissions","date":"2026-01-18","value":69.412,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"rt11","description":"rank 36 on B200 · 8 submissions","date":"2026-01-19","value":69.57,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"ra_XOr","description":"rank 37 on B200 · 36 submissions","date":"2026-01-18","value":69.661,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false},{"contributor":"mklz","description":"rank 38 on B200 · 4 submissions","date":"2026-01-20","value":69.986,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/697","isCurrentBest":false}],"contested":true},{"group":"B200","description":"Implement a vector sum reduction kernel. 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submissions","date":"2025-04-17","value":22.241,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false},{"contributor":"gbsvf","description":"rank 21 on MI300 · 5 submissions","date":"2025-04-21","value":22.282,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false},{"contributor":"Jerry Chiu","description":"rank 22 on MI300 · 7 submissions","date":"2025-05-01","value":22.308,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false},{"contributor":"mooglevich","description":"rank 23 on MI300 · 10 submissions","date":"2025-05-04","value":22.37,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false},{"contributor":"bobmarleybiceps","description":"rank 24 on MI300 · 2 submissions","date":"2025-04-19","value":22.541,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false},{"contributor":"Hoyoun Jung","description":"rank 25 on MI300 · 4 submissions","date":"2025-04-20","value":22.589,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false},{"contributor":"Kareem","description":"rank 26 on MI300 · 2 submissions","date":"2025-04-22","value":22.591,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false},{"contributor":"Shivam","description":"rank 27 on MI300 · 2 submissions","date":"2025-04-17","value":22.659,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false},{"contributor":"cudawarped","description":"rank 28 on MI300 · 13 submissions","date":"2025-04-30","value":22.971,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false},{"contributor":"Rik - OCI","description":"rank 29 on MI300 · 6 submissions","date":"2025-04-25","value":23.706,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false},{"contributor":"Austin Liu","description":"rank 30 on MI300 · 4 submissions","date":"2025-04-26","value":23.948,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false},{"contributor":"syzyzygy","description":"rank 31 on MI300 · 3 submissions","date":"2025-04-24","value":24.207,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false},{"contributor":"handsome","description":"rank 32 on MI300 · 2 submissions","date":"2025-06-25","value":24.864,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/398","isCurrentBest":false}],"contested":true},{"group":"H100","description":"Implement a vector sum reduction kernel. This kernel computes the sum of all elements in the input tensor. Ranked by runtime on H100 (also run on A100, L4, T4). Closed 2025-06-30. Submissions no longer accepted.","metricUnit":"µs","id":"vectorsum","name":"vectorsum · H100","metricName":"runtime","metricDirection":"minimize","isOpen":false,"records":[{"contributor":"tomaszki","description":"rank 1 on H100 · 12 submissions","date":"2025-03-22","value":73.976,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/346","isCurrentBest":true},{"contributor":"Nader","description":"rank 2 on H100 · 116 submissions","date":"2025-06-27","value":90.218,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/346","isCurrentBest":false},{"contributor":"FourCore","description":"rank 3 on H100 · 65 submissions","date":"2025-04-28","value":93.859,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/346","isCurrentBest":false},{"contributor":"Snektron","description":"rank 4 on H100 · 2 submissions","date":"2025-03-03","value":97.2,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/346","isCurrentBest":false},{"contributor":"Darshan","description":"rank 5 on H100 · 2 submissions","date":"2025-02-24","value":97.452,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/346","isCurrentBest":false},{"contributor":"Karang","description":"rank 6 on H100 · 17 submissions","date":"2025-02-25","value":98.2,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/346","isCurrentBest":false},{"contributor":"yechenzhi","description":"rank 7 on H100 · 25 submissions","date":"2025-06-27","value":98.985,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/346","isCurrentBest":false},{"contributor":"ajhinh","description":"rank 8 on H100 · 11 submissions","date":"2025-03-10","value":99.894,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/346","isCurrentBest":false},{"contributor":"DariusM","description":"rank 9 on H100 · 31 submissions","date":"2025-03-30","value":144.368,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/346","isCurrentBest":false}],"contested":true},{"group":"H100","description":"Implement a float16 vector addition kernel. Ranked by runtime on H100 (also run on A100, L4, T4). Closed 2025-06-30. Submissions no longer accepted.","metricUnit":"µs","id":"vectoradd","name":"vectoradd · H100","metricName":"runtime","metricDirection":"minimize","isOpen":false,"records":[{"contributor":"Nader","description":"rank 1 on H100 · 53 submissions","date":"2025-06-27","value":538.437,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":true},{"contributor":"DUMBPANDABEAR","description":"rank 2 on H100 · 14 submissions","date":"2025-04-29","value":539.177,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"Snektron","description":"rank 3 on H100 · 20 submissions","date":"2025-04-12","value":539.416,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"mancala","description":"rank 4 on H100 · 41 submissions","date":"2025-04-29","value":539.58,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"truk@PLT","description":"rank 5 on H100 · 5 submissions","date":"2025-03-06","value":540.12,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"jung","description":"rank 6 on H100 · 6 submissions","date":"2025-05-24","value":540.38,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"ajhinh","description":"rank 7 on H100 · 36 submissions","date":"2025-03-08","value":540.823,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"arund42","description":"rank 8 on H100 · 15 submissions","date":"2025-02-25","value":541.14,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"Xavier Init","description":"rank 9 on H100 · 6 submissions","date":"2025-03-12","value":543.016,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"hatoo","description":"rank 10 on H100 · 3 submissions","date":"2025-06-26","value":544.29,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"FourCore","description":"rank 11 on H100 · 49 submissions","date":"2025-04-30","value":550.08,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"lydodt","description":"rank 12 on H100 · 11 submissions","date":"2025-06-14","value":551.293,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"Haw","description":"rank 13 on H100 · 1 submission","date":"2025-06-27","value":554.828,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":".zos","description":"rank 14 on H100 · 108 submissions","date":"2025-04-26","value":557.373,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"osehn","description":"rank 15 on H100 · 4 submissions","date":"2025-03-31","value":575.002,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"Brent","description":"rank 16 on H100 · 8 submissions","date":"2025-04-11","value":603.834,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"akitaka_99","description":"rank 17 on H100 · 2 submissions","date":"2025-03-28","value":607.936,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"jaynux_56616","description":"rank 18 on H100 · 16 submissions","date":"2025-03-31","value":613.304,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"mashisong","description":"rank 19 on H100 · 10 submissions","date":"2025-05-08","value":618.988,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"everettknag","description":"rank 20 on H100 · 5 submissions","date":"2025-03-05","value":693.877,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"Trax","description":"rank 21 on H100 · 17 submissions","date":"2025-03-02","value":732.034,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"ALI","description":"rank 22 on H100 · 2 submissions","date":"2025-06-16","value":864.271,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false},{"contributor":"Gokul","description":"rank 23 on H100 · 5 submissions","date":"2025-02-28","value":1321.964,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/345","isCurrentBest":false}],"contested":true},{"group":"H100","description":"Implement a sort kernel that matches the reference implementation. The kernel should sort the input array in ascending order using a sort algorithm of your choice. Ranked by runtime on H100 (also run on A100, L4, T4). Closed 2025-06-30. Submissions no longer accepted.","metricUnit":"µs","id":"sort","name":"sort · H100","metricName":"runtime","metricDirection":"minimize","isOpen":false,"records":[{"contributor":"Nader","description":"rank 1 on H100 · 14 submissions","date":"2025-04-29","value":2275.541,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/344","isCurrentBest":true},{"contributor":"Dante","description":"rank 2 on H100 · 10 submissions","date":"2025-06-29","value":6343.298,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/344","isCurrentBest":false},{"contributor":"Seraphim","description":"rank 3 on H100 · 3 submissions","date":"2025-05-26","value":6552.651,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/344","isCurrentBest":false},{"contributor":"sajy","description":"rank 4 on H100 · 4 submissions","date":"2025-04-19","value":6582.328,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/344","isCurrentBest":false},{"contributor":"yechenzhi","description":"rank 5 on H100 · 25 submissions","date":"2025-06-26","value":6897.514,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/344","isCurrentBest":false},{"contributor":"mancala","description":"rank 6 on H100 · 1 submission","date":"2025-04-29","value":7159.787,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/344","isCurrentBest":false},{"contributor":"ajhinh","description":"rank 7 on H100 · 2 submissions","date":"2025-03-20","value":139032.024,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/344","isCurrentBest":false}],"contested":true},{"group":"H100","description":"Implement an inclusive prefix sum (scan) kernel that matches the reference implementation. The kernel should compute the cumulative sum of all elements up to each position. Because of numerical instability, the tolerance is scaled by the square root of the input size. Ranked by runtime on H100 (also run on A100, L4, T4). Closed 2025-06-30. Submissions no longer accepted.","metricUnit":"µs","id":"prefixsum","name":"prefixsum · H100","metricName":"runtime","metricDirection":"minimize","isOpen":false,"records":[{"contributor":"Nader","description":"rank 1 on H100 · 32 submissions","date":"2025-04-29","value":889.569,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/343","isCurrentBest":true},{"contributor":"Snektron","description":"rank 2 on H100 · 51 submissions","date":"2025-03-03","value":902.879,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/343","isCurrentBest":false},{"contributor":"siro","description":"rank 3 on H100 · 4 submissions","date":"2025-04-29","value":958.149,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/343","isCurrentBest":false},{"contributor":"Karang","description":"rank 4 on H100 · 55 submissions","date":"2025-03-02","value":1025.282,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/343","isCurrentBest":false},{"contributor":"az","description":"rank 5 on H100 · 1 submission","date":"2025-02-24","value":1033.482,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/343","isCurrentBest":false},{"contributor":"Smexy","description":"rank 6 on H100 · 3 submissions","date":"2025-02-25","value":1034.798,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/343","isCurrentBest":false},{"contributor":"yechenzhi","description":"rank 7 on H100 · 14 submissions","date":"2025-06-24","value":1037.441,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/343","isCurrentBest":false},{"contributor":"Seraphim","description":"rank 8 on H100 · 1 submission","date":"2025-05-26","value":1044.386,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/343","isCurrentBest":false},{"contributor":"Shihab","description":"rank 9 on H100 · 3 submissions","date":"2025-03-06","value":1836.295,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/343","isCurrentBest":false},{"contributor":"ajhinh","description":"rank 10 on H100 · 3 submissions","date":"2025-03-19","value":2131.119,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/343","isCurrentBest":false}],"contested":true},{"group":"H100","description":"Implement a custom matmul function that matches the reference implementation. The function should handle a tuple of input tensors and apply matmul The shapes of all outer and inner dimensions of tensors are multiples of 16 Ranked by runtime on H100 (also run on A100, L4, T4). Closed 2025-06-30. Submissions no longer accepted.","metricUnit":"µs","id":"matmul","name":"matmul · H100","metricName":"runtime","metricDirection":"minimize","isOpen":false,"records":[{"contributor":"tomaszki","description":"rank 1 on H100 · 8 submissions","date":"2025-03-17","value":249.341,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/342","isCurrentBest":true},{"contributor":"👾ubeai","description":"rank 2 on H100 · 6 submissions","date":"2025-04-26","value":251.279,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/342","isCurrentBest":false},{"contributor":"yechenzhi","description":"rank 3 on H100 · 7 submissions","date":"2025-06-23","value":253.151,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/342","isCurrentBest":false},{"contributor":"ajhinh","description":"rank 4 on H100 · 14 submissions","date":"2025-03-10","value":258.918,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/342","isCurrentBest":false},{"contributor":"guoliang","description":"rank 5 on H100 · 11 submissions","date":"2025-02-24","value":289.56,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/342","isCurrentBest":false},{"contributor":"jku100","description":"rank 6 on H100 · 41 submissions","date":"2025-06-03","value":303.288,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/342","isCurrentBest":false},{"contributor":"AM","description":"rank 7 on H100 · 5 submissions","date":"2025-04-08","value":306.678,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/342","isCurrentBest":false},{"contributor":"salad","description":"rank 8 on H100 · 1 submission","date":"2025-04-10","value":306.699,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/342","isCurrentBest":false},{"contributor":"dtad","description":"rank 9 on H100 · 24 submissions","date":"2025-04-20","value":343.679,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/342","isCurrentBest":false},{"contributor":"Nadav Timor","description":"rank 10 on H100 · 5 submissions","date":"2025-02-25","value":1823.825,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/342","isCurrentBest":false}],"contested":true},{"group":"H100","description":"Implement a histogram kernel that counts the number of elements falling into each bin across the specified range. The minimum and maximum values of the range are fixed to 0 and 100 respectively. All sizes are multiples of 16 and the number of bins is set to the size of the input tensor divided by 16. Ranked by runtime on H100 (also run on A100, L4, T4). Closed 2025-06-30. Submissions no longer accepted.","metricUnit":"µs","id":"histogram","name":"histogram · H100","metricName":"runtime","metricDirection":"minimize","isOpen":false,"records":[{"contributor":"Nader","description":"rank 1 on H100 · 21 submissions","date":"2025-05-20","value":23.456,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/341","isCurrentBest":true},{"contributor":"mancala","description":"rank 2 on H100 · 3 submissions","date":"2025-04-29","value":26.493,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/341","isCurrentBest":false},{"contributor":"FourCore","description":"rank 3 on H100 · 25 submissions","date":"2025-05-03","value":31.467,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/341","isCurrentBest":false},{"contributor":"tomaszki","description":"rank 4 on H100 · 4 submissions","date":"2025-03-23","value":34.097,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/341","isCurrentBest":false},{"contributor":"yechenzhi","description":"rank 5 on H100 · 18 submissions","date":"2025-06-23","value":41.212,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/341","isCurrentBest":false},{"contributor":"Darshan","description":"rank 6 on H100 · 1 submission","date":"2025-03-12","value":44.387,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/341","isCurrentBest":false},{"contributor":"Seraphim","description":"rank 7 on H100 · 5 submissions","date":"2025-05-27","value":46.605,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/341","isCurrentBest":false},{"contributor":"Snektron","description":"rank 8 on H100 · 1 submission","date":"2025-03-04","value":48.661,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/341","isCurrentBest":false},{"contributor":"Multivac","description":"rank 9 on H100 · 17 submissions","date":"2025-02-27","value":57.008,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/341","isCurrentBest":false},{"contributor":"ajhinh","description":"rank 10 on H100 · 4 submissions","date":"2025-03-17","value":58.318,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/341","isCurrentBest":false},{"contributor":"Karang","description":"rank 11 on H100 · 15 submissions","date":"2025-02-25","value":68.507,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/341","isCurrentBest":false},{"contributor":"Shihab","description":"rank 12 on H100 · 2 submissions","date":"2025-02-25","value":79.57,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/341","isCurrentBest":false}],"contested":true},{"group":"H100","description":"Implement an RGB to grayscale conversion kernel that matches the reference implementation. The kernel should convert square RGB images with even sizes to grayscale using the standard coefficients: Y = 0.2989 R + 0.5870 G + 0.1140 B Ranked by runtime on H100 (also run on A100, L4, T4). Closed 2025-06-30. Submissions no longer accepted.","metricUnit":"µs","id":"grayscale","name":"grayscale · H100","metricName":"runtime","metricDirection":"minimize","isOpen":false,"records":[{"contributor":"nikhilap","description":"rank 1 on H100 · 100 submissions","date":"2025-04-29","value":797.931,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/340","isCurrentBest":true},{"contributor":"charles_irl","description":"rank 2 on H100 · 8 submissions","date":"2025-02-23","value":1042.208,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/340","isCurrentBest":false},{"contributor":"jack","description":"rank 3 on H100 · 18 submissions","date":"2025-02-25","value":1046.473,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/340","isCurrentBest":false},{"contributor":"Karang","description":"rank 4 on H100 · 6 submissions","date":"2025-02-24","value":1392.425,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/340","isCurrentBest":false},{"contributor":"Snektron","description":"rank 5 on H100 · 16 submissions","date":"2025-03-02","value":1393.435,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/340","isCurrentBest":false},{"contributor":"cudawarped","description":"rank 6 on H100 · 615 submissions","date":"2025-04-28","value":1394.261,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/340","isCurrentBest":false},{"contributor":"Shinsato Masumi","description":"rank 7 on H100 · 37 submissions","date":"2025-03-21","value":1395.372,"contributorKind":"person","contributorUrl":"https://www.gpumode.com/leaderboard/340","isCurrentBest":false},{"contributor":"mobicham","description":"rank 8 on H100 · 11 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No passing proof yet.","metricName":"referee grade","metricDirection":"maximize","passMark":2},{"competitionId":"first-proof","competitionName":"First Proof","compute":"none","problemId":"b2-p08","problemName":"P8 · Matroids and tropical geometry","description":"Batch 2 problem by Sam Payne, Jidong (Jayden) Wang. No passing proof yet.","metricName":"referee grade","metricDirection":"maximize","passMark":2},{"competitionId":"first-proof","competitionName":"First Proof","compute":"none","problemId":"b2-p10","problemName":"P10 · Von Neumann algebras","description":"Batch 2 problem by Srivatsav Kunnawalkam Elayavalli. No passing proof yet.","metricName":"referee grade","metricDirection":"maximize","passMark":2},{"competitionId":"sutro-problems","competitionName":"Sutro Problems","compute":"consumer-gpu","problemId":"symmetry-6bit","problemName":"Symmetry (6-bit, 100% target)","description":"Classify all 64 6-bit patterns as palindrome (1) or not (0); cost is the IR's static read cost.","metricName":"cost","metricDirection":"minimize","baseline":20},{"competitionId":"sutro-problems","competitionName":"Sutro Problems","compute":"consumer-gpu","problemId":"symmetry-8bit","problemName":"Symmetry (8-bit, 100% target)","description":"Classify all 256 8-bit patterns as palindrome (1) or not (0); cost is the IR's static read cost.","metricName":"cost","metricDirection":"minimize","baseline":29},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-annals_absolute_profinite_rigidity","problemName":"Absolute profinite rigidity and hyperbolic geometry","description":"Unsolved. Group: formalization-evaluation. Source: M. R. Bridson, D. B. McReynolds, A. W. Reid, and R. Spitler, `Absolute profinite rigidity and hyperbolic geometry`, Annals of Math, 192 (3) 2020. Statement take Problem by Thomas Browning.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-annals_chowla_and_twin_prime_over_fq_t","problemName":"On the Chowla and twin primes conjectures over 𝔽_q[T]","description":"Unsolved. Group: formalization-evaluation. Source: W. Sawin and M. Shusterman, `On the Chowla and twin primes conjectures over 𝔽_q[T]`, Annals of Math, 196 (2) 2022. Statement taken from https://github.com/Impe Problem by Thomas Browning.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-annals_dirichlet_weyl_bound","problemName":"The Weyl bound for Dirichlet L-functions of cube-free conductor","description":"Unsolved. Group: formalization-evaluation. Source: I. Petrow and M. P. Young, `The Weyl bound for Dirichlet L-functions of cube-free conductor`, Annals of Math, 192 (2) 2020. Statement taken from https://github. Problem by Thomas Browning.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-annals_erdos_supersingular_primes","problemName":"A conjecture of Erdős, supersingular primes and short character sums","description":"Unsolved. Group: formalization-evaluation. Source: M. Bennett and S. Siksek, `A conjecture of Erdős, supersingular primes and short character sums`, Annals of Math, 191 (2) 2020. Statement taken from https://git Problem by Justus Springer.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-annals_mckay_conjecture","problemName":"The McKay Conjecture on character degrees","description":"Unsolved. Group: formalization-evaluation. Source: M. Cabanes and B. Späth, `The McKay Conjecture on character degrees`, Annals of Math, 203 (3) 2026. Statement taken from https://github.com/ImperialCollegeLondo Problem by Thomas Browning.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-annals_simplicity_conjecture","problemName":"Proof of the simplicity conjecture","description":"Unsolved. Group: formalization-evaluation. Source: D. Cristofaro-Gardiner, V. Humilière, and S. Seyfaddini, `Proof of the simplicity conjecture`, Annals of Math, 199 (1) 2024. Statement taken from https://github Problem by Thomas Browning.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-annals_spread_of_a_finite_group","problemName":"The spread of a finite group","description":"Unsolved. Group: formalization-evaluation. Source: T. C. Burness, R. M. Guralnick, and S. Harper, `The spread of a finite group`, Annals of Math, 193 (2) 2021. Statement taken from https://github.com/ImperialCol Problem by Katerina Hristova.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-annals_symplectic_monodromy","problemName":"Symplectic monodromy at radius zero and equimultiplicity of μ-constant families","description":"Unsolved. Group: formalization-evaluation. Source: J. Fernández de Bobadilla and T. Pełka, `Symplectic monodromy at radius zero and equimultiplicity of μ-constant families`, Annals of Math, 200 (1) 2024. Stateme Problem by Justus Springer.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-annals_uniform_mordell_lang","problemName":"Uniformity in Mordell–Lang for curves","description":"Unsolved. Group: formalization-evaluation. Source: V. Dimitrov, Z. Gao, and P. Habegger, `Uniformity in Mordell–Lang for curves`, Annals of Math, 194 (1) 2021. Statement taken from https://github.com/ImperialCol Problem by Thomas Browning, Christian Merten.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-annulus_theorem_dim_four","problemName":"The Annulus Theorem in dimension 4 (Quinn)","description":"Unsolved. Group: formalization-evaluation. Source: F. Quinn, *Ends of maps III: dimensions 4 and 5*, J. Differential Geom. 17 (1982), building on M. H. Freedman, *The topology of four-dimensional manifolds*, J.  Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-annulus_theorem_high_dim","problemName":"The Annulus Theorem in dimension ≥ 5 (Kirby)","description":"Unsolved. Group: formalization-evaluation. Source: R. C. Kirby, *Stable homeomorphisms and the annulus conjecture*, Ann. of Math. 89 (1969). Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-budney_gabai_knotted_three_spheres","problemName":"Budney--Gabai knotted three-spheres in S¹ × S³","description":"Unsolved. Group: formalization-evaluation. Source: R. Budney and D. Gabai, 'Knotted 3-balls in S⁴', Corollary 8.6, arXiv:1912.09029v3 (2021), https://arxiv.org/abs/1912.09029. Problem by Vasily Ilin.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-cerf_gamma_four","problemName":"Cerf's theorem: every self-diffeomorphism of S3 is smoothly isotopic to a linear isometry","description":"Unsolved. Group: formalization-evaluation. Source: J. Cerf, Sur les diffeomorphismes de la sphere de dimension trois, Lecture Notes in Mathematics 53, Springer (1968). Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-classification_finite_simple_groups","problemName":"The classification of finite simple groups","description":"Unsolved. Group: formalization-evaluation. Source: D. Gorenstein, R. Lyons and R. Solomon, The Classification of the Finite Simple Groups (AMS Mathematical Surveys and Monographs 40, 1994–); M. Aschbacher, R. Ly Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-conway_knot_not_smoothly_slice","problemName":"The Conway knot is not smoothly slice","description":"Unsolved. Group: formalization-evaluation. Source: https://arxiv.org/abs/1808.02923 Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-conway_knot_topologically_slice","problemName":"The Conway knot is topologically slice","description":"Unsolved. Group: formalization-evaluation. Source: Freedman, *The topology of four-dimensional manifolds*, J. Diff. Geom. 17 (1982). See also Freedman-Quinn, *Topology of 4-Manifolds*, Princeton 1990. Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-exists_topologically_slice_not_smoothly_slice","problemName":"Existence of a topologically slice, not smoothly slice knot","description":"Unsolved. Group: formalization-evaluation. Source: Casson, 1980s (unpublished); Akbulut-Matveyev, *A convex decomposition theorem for 4-manifolds*, IMRN 1998. See also Hedden-Kirk-Livingston, *Non-slice linear c Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-faltings","problemName":"Faltings' theorem (Mordell conjecture)","description":"Unsolved. Group: formalization-evaluation. Problem by Junyan Xu.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-fermat_last_theorem","problemName":"Fermat's Last Theorem","description":"Unsolved. Group: formalization-evaluation. Source: https://en.wikipedia.org/wiki/Fermat%27s_Last_Theorem Problem by Xuanji Li.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-five_transitive_card_classification","problemName":"Possible orders of 5-transitive finite permutation groups","description":"Unsolved. Group: formalization-evaluation. Source: Folklore via CFSG; classical work of Mathieu, Jordan; modern accounts in P. Cameron, Permutation Groups (1999). Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-four_manifold_not_smooth","problemName":"Freedman's non-smoothability theorem","description":"Unsolved. Group: formalization-evaluation. Problem by Oliver Nash.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-kepler_conjecture","problemName":"Kepler conjecture (optimal sphere packing in ℝ³)","description":"Unsolved. Group: formalization-evaluation. Source: Kepler conjecture 1611 (J. Kepler, *Strena seu de Nive Sexangula*); proof T. Hales, 'A proof of the Kepler conjecture', Ann. of Math. (2) 162 (2005) 1065–1185;  Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-kollar_lieblich_olsson_sawin","problemName":"Topological reconstruction theorems for varieties","description":"Unsolved. Group: formalization-evaluation. Source: János Kollár, Max Lieblich, Martin Olsson, and Will Sawin. The Zariski topology, linear systems, and algebraic varieties. Problem by Junyan Xu.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-manolescu_triangulation_disproof","problemName":"Manolescu's disproof of the triangulation conjecture","description":"Unsolved. Group: formalization-evaluation. Source: C. Manolescu, *Pin(2)-equivariant Seiberg–Witten Floer homology and the triangulation conjecture*, J. Amer. Math. Soc. 29 (2016), via the Galewski–Stern and Mat Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-mazur_torsion","problemName":"Mazur's torsion theorem","description":"Unsolved. Group: formalization-evaluation. Source: B. Mazur, *Modular curves and the Eisenstein ideal*, Publ. IHÉS 47 (1977). Knill, *Some fundamental theorems in mathematics*, §139. Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-nikolov_segal","problemName":"Nikolov–Segal strong completeness theorem","description":"Unsolved. Group: formalization-evaluation. Source: Nikolay Nikolov and Dan Segal, *On finitely generated profinite groups, I: strong completeness and uniform bounds*, Annals of Mathematics 165 (2007), no. 1, 171 Problem by Adam Topaz.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-ore_conjecture","problemName":"The Ore conjecture: every element of a finite nonabelian simple group is a commutator","description":"Unsolved. Group: formalization-evaluation. Source: Martin W. Liebeck, E. A. O'Brien, Aner Shalev, and Pham Huu Tiep, *The Ore conjecture*, Journal of the European Mathematical Society 12 (2010), no. 4, 939–1008, Problem by Adam Topaz.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-poincare_4d_topological","problemName":"4D topological Poincaré conjecture (Freedman)","description":"Unsolved. Group: formalization-evaluation. Source: M. H. Freedman, The topology of four-dimensional manifolds, J. Differential Geom. 17 (1982), 357-453. Specialization of `proof_wanted ContinuousMap.HomotopyEqui Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-ramanujan_petersson","problemName":"Ramanujan–Petersson conjecture for the τ-function (Deligne's theorem)","description":"Unsolved. Group: formalization-evaluation. Source: S. Ramanujan, 'On certain arithmetical functions', Trans. Cambridge Philos. Soc. 22 (1916) 159–184. H. Petersson, 'Theorie der automorphen Formen beliebiger ree Problem by Seewoo Lee.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-schreier_conjecture","problemName":"Schreier's conjecture: outer automorphism group of a finite simple group is solvable","description":"Unsolved. Group: formalization-evaluation. Source: O. Schreier, Über die Erweiterung von Gruppen II, Abh. Math. Sem. Univ. Hamburg 4 (1926); CFSG, completed c. 2004. Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-smale_conjecture","problemName":"Smale conjecture (Hatcher) in relative parameterized form","description":"Unsolved. Group: formalization-evaluation. Source: A. Hatcher, A proof of the Smale conjecture, Diff(S3) = O(4), Ann. of Math. 117 (1983). Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-two_ninety_theorem","problemName":"The 290 theorem","description":"Unsolved. Group: formalization-evaluation. Source: M. Bhargava, J. Hanke, Universal quadratic forms and the 290-theorem, preprint (2011). See also https://en.wikipedia.org/wiki/15_and_290_theorems Problem by Bolton Bailey/Project Numina.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-watanabe_four_dim_smale_disproof","problemName":"Watanabe's disproof of the 4-dimensional Smale conjecture","description":"Unsolved. Group: formalization-evaluation. Source: T. Watanabe, *Some exotic nontrivial elements of the rational homotopy groups of Diff(S⁴)*, arXiv:1812.02448 (2018). Pairs with the positive S³ statement of Hat Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-weak_goldbach","problemName":"Weak Goldbach theorem","description":"Unsolved. Group: formalization-evaluation. Source: H. A. Helfgott, The ternary Goldbach conjecture is true, arXiv:1312.7748 (2013), https://arxiv.org/abs/1312.7748; H. A. Helfgott and D. J. Platt, Numerical Veri Problem by Vasily Ilin.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-weil_conjectures","problemName":"Weil conjectures in terms of point counts","description":"Unsolved. Group: formalization-evaluation. Source: P. Deligne, 'La conjecture de Weil. I', Publications Mathématiques de l'Institut des Hautes Études Scientifiques, Volume 43, pages 273–307 (1974), https://www.n Problem by Junyan Xu.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"lean-eval","competitionName":"LeanEval","compute":"none","problemId":"open-weinstein_conjecture_dim3","problemName":"Weinstein conjecture in dimension three (Taubes 2007)","description":"Unsolved. Group: formalization-evaluation. Source: C.H. Taubes, 'The Seiberg–Witten equations and the Weinstein conjecture', Geom. Topol. 11 (2007) 2117–2202; arXiv:math/0611007. Conjecture: A. Weinstein, 'On th Problem by Kim Morrison.","metricName":"solved","metricDirection":"maximize","baseline":0},{"competitionId":"s2n-bignum-bench","competitionName":"s2n-bignum-bench","compute":"cpu","problemId":"tactic-synthesis","problemName":"HOL Light Tactic Synthesis","description":"Given a HOL Light goal (a boolean term) from s2n-bignum cryptographic proofs, produce a tactic proof that HOL Light accepts. Scored by Pass@K over the problem set.","metricName":"Pass@K","metricDirection":"maximize"},{"competitionId":"geo-bench-2-leaderboard","competitionName":"GEO-Bench 2 Leaderboard","compute":"unknown","problemId":"biomassters-rmse","problemName":"Biomassters RMSE Track","description":"Models are evaluated on RMSE for the Biomassters dataset, with de-normalized scores as per the scale_rmse function.","metricName":"RMSE","metricDirection":"minimize"},{"competitionId":"geo-bench-2-leaderboard","competitionName":"GEO-Bench 2 Leaderboard","compute":"unknown","problemId":"multiclass-jaccard","problemName":"Multiclass Jaccard Index Track","description":"Models are evaluated on multiclass Jaccard index across GEO-Bench datasets using this metric.","metricName":"Multiclass Jaccard Index","metricDirection":"maximize"},{"competitionId":"geo-bench-2-leaderboard","competitionName":"GEO-Bench 2 Leaderboard","compute":"unknown","problemId":"multilabel-f1","problemName":"Multilabel F1 Score Track","description":"Models are evaluated on multilabel F1 score across GEO-Bench datasets using this metric.","metricName":"Multilabel F1 Score","metricDirection":"maximize"},{"competitionId":"geo-bench-2-leaderboard","competitionName":"GEO-Bench 2 Leaderboard","compute":"unknown","problemId":"overall-accuracy","problemName":"Overall Accuracy Track","description":"Models are evaluated on overall accuracy across GEO-Bench datasets using this metric.","metricName":"Overall Accuracy","metricDirection":"maximize"},{"competitionId":"apex-humanoid-parkour","competitionName":"Apex Humanoid Parkour","compute":"cpu","problemId":"humanoid-parkour-course","problemName":"Humanoid Parkour Course","description":"Drive the 12-DoF Unitree G1 through the 51.1 m parkour course; raw_score is the mean over 24 instances with randomized friction and wind. Completions score 1.0 + (max_steps - steps)/max_steps; non-completions score their fraction of course covered.","metricName":"raw_score","metricDirection":"maximize","baseline":0.21},{"competitionId":"squad-explorer","competitionName":"SQuAD","compute":"unknown","problemId":"squad-1-1","problemName":"SQuAD 1.1","description":"The initial version of the Stanford Question Answering Dataset, containing 100,000+ question-answer pairs where the answer is a segment of text.","metricName":"F1","metricDirection":"maximize"},{"competitionId":"squad-explorer","competitionName":"SQuAD","compute":"unknown","problemId":"squad-2-0","problemName":"SQuAD 2.0","description":"SQuAD 2.0 combines the 100,000 questions in SQuAD 1.1 with over 50,000 unanswerable questions written adversarially by crowdworkers.","metricName":"F1","metricDirection":"maximize"}]}