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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 516 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Argument ClassificationERE-EN (dev)nlp42Feb 26, 2026
Keyphrase extractionSemEval 2017nlp42May 4, 2026
Object DetectionKITTI to Cityscapescomputer vision42Feb 26, 2026
Topic ClassificationYahoonlp42Feb 26, 2026
Novel View SynthesisReNe 1.0 (hard)3d vision geometry42Feb 26, 2026
Novel View SynthesisReNe easy 1.03d vision geometry42Feb 26, 2026
Multi-view ClusteringSynthetic3dgraph42May 18, 2026
Named Entity RecognitionACE 2005nlp42Apr 20, 2026
Named Entity RecognitionBroad Twitter Corpusnlp42Apr 20, 2026
Sleep StagingSHHS 1 (test)bio medicaltabular time series42Feb 26, 2026
Text-to-Video RetrievalMSRVTT (1K-A)multimodalretrieval search rag42Feb 27, 2026
Action RecognitionKinetics-400computer vision42Apr 21, 2026
3D Human Mesh Estimation3DPW3d vision geometrycomputer vision42Feb 26, 2026
Semantic SegmentationCOCO-Stuff without background classcomputer vision42Apr 29, 2026
Question AnsweringTruthfulQAnlp42Feb 26, 2026
Semantic SegmentationADEcomputer vision42May 8, 2026
Natural Language InferenceRTEnlp42Feb 27, 2026
Commonsense ReasoningWinograndenlp42Feb 27, 2026
Node ClassificationCornell h=0.3 (test)graph42Feb 26, 2026
Node ClassificationCiteseer h=0.74 (test)graph42Feb 26, 2026
Node ClassificationCora h=0.81 (test)graph42Feb 26, 2026
Joint Multiple Intent Detection and Slot FillingMixATIS (test)nlp42Feb 26, 2026
Action DetectionAVA v2.2computer vision42Feb 26, 2026
Multi-Agent Reinforcement LearningTREA rdistrobotics embodied ai42Feb 26, 2026
Action RecognitionUCF101 (val)computer vision42Feb 26, 2026