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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 2034 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Generalized PlanningVisitAll (Extrapolation)robotics embodied ai17Mar 10, 2026
Generalized PlanningVisitAll (Interpolation)robotics embodied ai17Mar 10, 2026
Generalized PlanningVisitAll (val)robotics embodied ai17Mar 10, 2026
Generalized PlanningGripper (Extrapolation)robotics embodied ai17Mar 10, 2026
Generalized PlanningGripper (Interpolation)robotics embodied ai17Mar 10, 2026
Generalized PlanningGripper (val)robotics embodied ai17Mar 10, 2026
Generalized PlanningBlocks (Extrapolation)robotics embodied ai17Mar 10, 2026
Generalized PlanningBlocks (Interpolation)robotics embodied ai17Mar 10, 2026
Generalized PlanningBlocks (val)robotics embodied ai17Mar 10, 2026
E-commerce Agent InteractionWebShopagents tool useretrieval search rag17Jun 4, 2026
General AI Assistant ReasoningGAIAllm chat instructionnlp17Mar 10, 2026
General AI Assistant ReasoningBrowseComp (BC)llm chat instructionnlp17Mar 10, 2026
Nucleus Instance SegmentationCryoNuSegcomputer vision17May 29, 2026
Persons ClassificationPubMed synthetic data IID settingbio medicalnlp17Mar 10, 2026
Disease ClassificationPubMed synthetic data IID settingbio medicalcomputer vision17Mar 10, 2026
Anatomy ClassificationPubMed synthetic data IID settingbio medicalcomputer vision17Mar 10, 2026
Medical Subject Classification (Healthcare)PubMed Synthetic GPT-2-large generated (test)bio medicalnlp17Mar 10, 2026
Medical Subject Classification (Chemicals and Drugs)PubMed Synthetic GPT-2-large generated (test)bio medicalnlp17Mar 10, 2026
Question AnsweringBionlp17Mar 10, 2026
Job Shop Scheduling ProblemTaillard 50 x 15miscellaneous17May 19, 2026
Job Shop Scheduling ProblemTaillard 20 x 20miscellaneous17May 19, 2026
Job Shop Scheduling ProblemTaillard 20 x 15miscellaneous17May 19, 2026
Job Shop Scheduling ProblemTaillard 15 x 15miscellaneous17May 19, 2026
Open-domain Question AnsweringTriviaQAnlpretrieval search rag17May 29, 2026
Landslide DetectionL4S full dataset (test)computer vision17May 20, 2026