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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1930 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Continuous ControlMountainCar Drift II - Dynamics Shiftrobotics embodied ai18Feb 26, 2026
Continuous ControlMountainCar Drift I - Dynamics Shiftrobotics embodied ai18Feb 26, 2026
Gridworld NavigationFrozenLake Drift II - Topology Shiftrobotics embodied ai18Feb 26, 2026
Gridworld NavigationFrozenLake Drift I - Topology Shiftrobotics embodied ai18Feb 26, 2026
Web NavigationWebShop Drift II - Semantic Shiftagents tool userobotics embodied ai18Feb 26, 2026
Web NavigationWebShop Drift I - Semantic Shiftagents tool userobotics embodied ai18Feb 26, 2026
Grid-world NavigationFrozenLake reward reversal Sourcerobotics embodied ai18Feb 26, 2026
E-commerce Navigation and SearchWebShop semantic shift Sourceretrieval search ragagents tool use18Feb 26, 2026
Task Efficient RoutingScience scenariomiscellaneous18Feb 26, 2026
Code GenerationOJBench ICPC 2025 (test)code developer ai18Feb 26, 2026
Code GenerationLiveCodeBench lite v6 (test)code developer ai18Feb 26, 2026
Code GenerationLiveCodeBench lite v5 (test)code developer ai18Feb 26, 2026
Code GenerationMBPP 2021 (test)code developer ai18Apr 14, 2026
Online Bin Packing ProblemBPP online N=10k, W=100miscellaneous18Apr 8, 2026
Multimodal UnderstandingShopBenchmultimodal18Feb 26, 2026
Question AnsweringAverage 100K contextnlp18Feb 27, 2026
Question AnsweringAverage 30K contextnlp18Feb 27, 2026
Question AnsweringTriviaQA 100K contextnlp18Feb 27, 2026
Question AnsweringTriviaQA 30K contextnlp18Feb 27, 2026
Question AnsweringNQ 100K contextnlp18Feb 27, 2026
Question AnsweringNQ 30K contextnlp18Feb 27, 2026
Question AnsweringHotpotQA 100K contextnlp18Feb 27, 2026
Question AnsweringHotpotQA 30K contextnlp18Feb 27, 2026
Mathematical ReasoningAIME 25llm chat instructionnlp18Feb 26, 2026
Mathematical ReasoningAIME 24llm chat instructionnlp18Feb 26, 2026