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Benchmarks

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

309,131 benchmarksPage 1777 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Predicate ClassificationVisual Genome (VG) Zero-Shotcomputer visionnlp19Feb 26, 2026
Sentence-to-Graph RetrievalVisual Genome Gallery Size 5000 (test)retrieval search raggraph+119Feb 26, 2026
Sentence-to-Graph RetrievalVisual Genome Gallery Size 1000 (test)retrieval search raggraph+119Feb 26, 2026
Generalized Object DetectionPASCAL VOC Split 3computer vision19Feb 27, 2026
Generalized Object DetectionPASCAL VOC Split 1computer vision19Feb 27, 2026
Discrete Emotion RecognitionRavdess 19 (test)speech audio19Feb 26, 2026
Discrete Emotion RecognitionCREMA-D 18 (test)speech audio19Feb 26, 2026
Linear ProbingPlacescomputer vision19Feb 26, 2026
Supporting Fact PredictionHotpotQA full wiki (dev)nlpretrieval search rag19Feb 26, 2026
RetrievalHotpotQA full wiki (dev)retrieval search rag19Feb 26, 2026
Reinforcement LearningAtari Pongrobotics embodied ai19Apr 6, 2026
Image DehazingHSTS RESIDE (test)computer vision19Feb 26, 2026
Extractive Question AnsweringMRQAnlp19Feb 26, 2026
Word Sense DisambiguationEnglish All-Words Average (test)nlp19Feb 27, 2026
Word Sense DisambiguationSemEval Task 13 2015 (test)nlp19Feb 26, 2026
Word Sense DisambiguationSemEval Task 12 2013 (test)nlp19Feb 26, 2026
Scene Text RecognitionIC03 860 (test)computer vision19Feb 26, 2026
Link PredictionFB122 (test-II)graph19Feb 26, 2026
Link PredictionFB122 (test-I)graph19Feb 26, 2026
Multi-person pose estimationPoseTrack 2018 (test)computer vision19Feb 26, 2026
Aspect-Opinion Pair Extraction14resnlp19Feb 26, 2026
Cover Song IdentificationCovers80speech audio19Feb 26, 2026
Word Sense DisambiguationWiC v1.0 (test)nlp19Feb 26, 2026
Salient Object DetectionViSalcomputer vision19Feb 26, 2026
Salient Object DetectionDAVIS (val)computer vision19Feb 26, 2026