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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 2121 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visual Instruction FollowingRefCOCOmultimodalllm chat instruction16Jun 19, 2026
Visual Instruction FollowingSUN Instructive Visual Benchmarkmultimodalllm chat instruction16Jun 19, 2026
Visual Instruction FollowingCaltech 101 Instructive Visual Benchmarkmultimodalllm chat instruction16Jun 19, 2026
Visual Instruction FollowingImageNet Instructive Visual Benchmarkmultimodalllm chat instruction16Jun 19, 2026
Top-1 RetrievalRefCOCO Gemini Oracle (test)retrieval search rag16Jun 19, 2026
Top-1 RetrievalSUN Gemini Annotations Oracle (test)retrieval search rag16Jun 19, 2026
Top-1 RetrievalCaltech 101 Gemini Oracle (test)retrieval search rag16Jun 19, 2026
Top-1 RetrievalImageNet Gemini Oracle (test)retrieval search rag16Jun 19, 2026
ClassificationCIFAR-10computer visionnlp+316Jun 23, 2026
Time-series forecastingTime-MMDtabular time series16Jun 19, 2026
Protein Fold ClassificationSCOP Fold (test)bio medical16Jun 19, 2026
Continuous ControlLunarLanderContinuous v3robotics embodied ai16Jun 19, 2026
Subjective Search Question AnsweringInternal Evaluation Subjective Q&Aretrieval search ragnlp16Jun 19, 2026
Semantic SegmentationPANGAEA Evaluation protocolcomputer vision16Jun 19, 2026
Video UnderstandingVideoMME w/o sub. Longcomputer vision16Jun 18, 2026
Text-to-Image Preference EvaluationAestheticimage generation editing16Jun 18, 2026
Text-to-Image Preference EvaluationHPS v2image generation editing16Jun 18, 2026
Text-to-Image Preference EvaluationImageRewardimage generation editing16Jun 18, 2026
MathematicsMVision pt-PTnlp16Jun 18, 2026
CaptioningRefCap pt-PTcomputer visionmultimodal+116Jun 18, 2026
CaptioningCOCO pt-PTcomputer visionmultimodal+116Jun 18, 2026
Spatial UnderstandingRefRec pt-PTcomputer visionmultimodal16Jun 18, 2026
Spatial UnderstandingEmbSp pt-PTcomputer visionmultimodal16Jun 18, 2026
Chart & Diagram UnderstandingChartQA pt-PTcomputer visionnlp16Jun 18, 2026
Chart & Diagram UnderstandingAI2D pt-PTcomputer visionnlp16Jun 18, 2026