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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 1710 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
RecommendationAmazonBooktabular time series19Apr 21, 2026
Visual Logical ReasoningVisuLogiccomputer visionnlp19Apr 28, 2026
Complex ReasoningGAIA Textllm chat instructionnlp19Apr 21, 2026
Latent Preference ModelingMPT Context-Free Averagellm chat instruction19Apr 21, 2026
Latent Preference ModelingMPT Context-Free, Preference Transferllm chat instruction19Apr 21, 2026
Latent Preference ModelingMPT Context-Free Preference Inductionllm chat instruction19Apr 21, 2026
Latent Preference ModelingMPT Context-Free, Preference Recallllm chat instruction19Apr 21, 2026
Preference-driven Tool CallingMPT Context-Guided Averageagents tool usellm chat instruction19Apr 21, 2026
Preference-driven Tool CallingMPT Context-Guided, Preference Transferagents tool usellm chat instruction19Apr 21, 2026
Preference-driven Tool CallingMPT Context-Guided, Preference Inductionagents tool usellm chat instruction19Apr 21, 2026
Preference-driven Tool CallingMPT Context-Guided, Preference Recallagents tool usellm chat instruction19Apr 21, 2026
Predicate GroundingProDG Hanoicomputer visionnlp19Apr 21, 2026
Robotic ManipulationSimplerEnv WidowX Robot Tasksrobotics embodied ai19Jun 12, 2026
Medical Information RetrievalR2MED (original queries)retrieval search ragbio medical19Apr 21, 2026
Constrained Optimization (Linear Constraints)Optimization 1 TE1 out-of-distribution (test)miscellaneous19Apr 21, 2026
Constrained Optimization (Linear Constraints)Optimization 1 TE1 in-distribution (test)miscellaneous19Apr 21, 2026
Passage RerankingFEVER BEIRretrieval search rag19Apr 21, 2026
Passage RerankingDBPedia BEIRretrieval search rag19Apr 21, 2026
Passage RerankingNQ BEIRretrieval search rag19Apr 21, 2026
Passage RerankingNFC BEIRretrieval search rag19Apr 21, 2026
Passage RerankingSciDocs BEIRretrieval search rag19Apr 21, 2026
Passage RerankingFiQA BEIRretrieval search rag19Apr 21, 2026
Passage RerankingNews BEIRretrieval search rag19Apr 21, 2026
Passage RerankingArguAna BEIRretrieval search rag19Apr 21, 2026
Passage RerankingCOVID BEIRretrieval search rag19Apr 21, 2026