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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 2013 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Driving ReasoningDrive-Internal (test)computer visionnlp17Apr 21, 2026
Multi-hop Question AnsweringMuSiQuenlpretrieval search rag17Apr 21, 2026
Multi-hop Question Answering2WikiMultiHopnlpretrieval search rag17Apr 21, 2026
Multi-hop Question AnsweringHotpotQAnlpretrieval search rag17Apr 21, 2026
Multi-player game searchQuadrothelloagents tool use17Apr 21, 2026
Multi-player game searchSepared Teamhexagents tool use17Apr 21, 2026
Multi-player game searchHey, That’s My Fish!agents tool use17Apr 21, 2026
Multi-player game searchBlokusagents tool use17Apr 21, 2026
Multi-player game searchQuadamazonsagents tool use17Apr 21, 2026
Domain GeneralizationVLCScomputer vision17Apr 21, 2026
Image ClassificationTerraIncognita leave-one-domain-out (LODO)computer vision17Apr 21, 2026
Domain GeneralizationOfficeHomecomputer vision17Apr 21, 2026
Mathematical Problem SolvingFlowVerse Text Plus DI+RP+EI+OQnlpagents tool use17Apr 21, 2026
Penalty Direction PredictionPenalty Direction Prediction Two-classcomputer vision17Apr 21, 2026
Penalty Direction PredictionPenalty Direction Prediction 3-classcomputer vision17Apr 21, 2026
Text-to-Video GenerationVBench T2V 15video generation editing17Apr 21, 2026
Explanation GenerationCFMSnlp17Apr 21, 2026
Target RecognitionCFMScomputer vision17Apr 21, 2026
IdentificationCFMScomputer vision17Apr 21, 2026
Video EditingV2VBenchvideo generation editing17Apr 21, 2026
Optical Character RecognitionIAM HW, ENcomputer vision17Apr 20, 2026
Language ModelingOpenWebText GPT-2 (val)nlp17May 22, 2026
Combinatorial Auction EfficiencySRVM (Satellite Remote Value Model)miscellaneous17Apr 20, 2026
Combinatorial Auction EfficiencyLSVM (Local Spectrum Value Model)miscellaneous17Apr 20, 2026
Mathematical ReasoningMinerva-Mathllm chat instructionnlp17Jun 23, 2026