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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 2015 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video UnderstandingOpencompass Video Benchmarkcomputer vision17Apr 14, 2026
Agent InteractionAggregate FTWP, ScienceWorld, WebShopagents tool usellm chat instruction17Apr 14, 2026
Agent InteractionScienceWorld (test)agents tool usellm chat instruction17Apr 14, 2026
Agent InteractionScienceWorld (val)agents tool usellm chat instruction17Apr 14, 2026
Agent InteractionFTWP (test)agents tool usellm chat instruction17Apr 14, 2026
Agent InteractionFTWP (val)agents tool usellm chat instruction17Apr 14, 2026
Controllable writingWritingBench (WB)llm chat instruction17Apr 14, 2026
Open-ended generationHelloBench (HB)llm chat instruction17Apr 14, 2026
Question AnsweringTriviaQAnlp17Apr 14, 2026
Question AnsweringPopQAnlp17Apr 14, 2026
Legal Question AnsweringLawBench revised (test)nlpretrieval search rag17Apr 14, 2026
Low-light image enhancementLOL syn v2computer vision17Apr 14, 2026
Multi-view Composed Image RetrievalMulti-dataset Average (DeepFashion, F200K, FashionGen) (val)retrieval search ragcomputer vision17Apr 14, 2026
Multi-view Composed Image RetrievalFashionGen (val)retrieval search ragcomputer vision17Apr 14, 2026
Multi-view Composed Image RetrievalF200K (val)retrieval search ragcomputer vision17Apr 14, 2026
Multi-view Composed Image RetrievalDeepFashion (val)retrieval search ragcomputer vision17Apr 14, 2026
Inductive Temporal Knowledge Graph Link PredictionGDELT (5:2:3 chronological split)graphtabular time series17Apr 14, 2026
Inductive Temporal Knowledge Graph Link PredictionICEWS 05-15 (5:2:3 chronological split)graphtabular time series17Apr 14, 2026
Inductive Temporal Knowledge Graph Link PredictionICEWS 18 (5:2:3 chronological split)graphtabular time series17Apr 14, 2026
Inductive Temporal Knowledge Graph Link PredictionICEWS 14 (5:2:3 chronological split)graphtabular time series17Apr 14, 2026
MDD ClassificationREST-meta-MDD (10-fold Cross-val)bio medicaltabular time series17Apr 14, 2026
Social ReasoningSotopia hardllm chat instructionnlp17Apr 14, 2026
Code GenerationCode Benchmarks (HumanEval, MBPP)code developer ai17Apr 14, 2026
Tool CallingDIABENCH Dynamic Evaluation 1.0agents tool usellm chat instruction17Apr 14, 2026
Tool CallingDIABENCH Static Evaluation 1.0agents tool usellm chat instruction17Apr 14, 2026