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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 95 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Question AnsweringPopQA (test)nlp122Jun 30, 2026
Decision MakingDELIVERYBENCHrobotics embodied ai121Jun 15, 2026
Zero-shot Language UnderstandingARC-c, ARC-e, PIQA, Winogrande, Hellaswagnlp121Jun 12, 2026
Word SimilarityWordSim-353nlp121Jun 9, 2026
Survival PredictionTCGA-BLCAbio medicaltabular time seriesSurvival Prediction on TCGA-BLCA performance trend121Jun 11, 2026
Language ModelingC4nlp121Mar 27, 2026
Scientific ReasoningARC Challengenlp121Jun 17, 2026
Object Hallucination EvaluationMS-COCO POPE Randommultimodalcomputer vision121Jun 1, 2026
Jailbreak DefenseJBB-Behaviorsadversarial safety security121Mar 27, 2026
Referring Image SegmentationRefCOCO+ (testA)computer visionmultimodal121Jun 23, 2026
Mathematical ReasoningMathVista (testmini)llm chat instructionnlpMathematical Reasoning on MathVista (testmini) performance trend121May 1, 2026
Semantic SegmentationVOC-20computer vision121Jun 4, 2026
Person Re-identificationPRCC Clothes-Changingcomputer visionPerson Re-identification on PRCC Clothes-Changing performance trend121Jun 11, 2026
RGB-T trackingRGBT234computer vision121Mar 24, 2026
Image-to-Text RetrievalMS-COCO 1K (test)multimodalretrieval search rag121Feb 26, 2026
Visual Object TrackingLaSOText (test)computer vision121May 22, 2026
Domain GeneralizationTerraIncognitacomputer vision121Apr 28, 2026
Video Semantic SegmentationVSPW (val)computer visionVideo Semantic Segmentation on VSPW (val) performance trend121Apr 14, 2026
Face RecognitionCFP-FPcomputer vision121Jun 1, 2026
Relation ExtractionDocRED (test)nlp121Feb 26, 2026
Named Entity RecognitionOntoNotesnlp121Apr 20, 2026
Out-of-Distribution DetectionCIFAR-10computer visiontabular time series121Apr 13, 2026
Node ClassificationCiteseer standard (test)graphNode Classification on Citeseer standard (test) performance trend121Feb 26, 2026
Action ClassificationHMDB51 (over all three splits)computer vision121Feb 26, 2026
Question AnsweringTriviaQA (test)nlp121Feb 26, 2026