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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 563 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Face VerificationIJB-C (test)computer vision40Jul 1, 2026
Human Motion PredictionHuman3.6M (short-term)computer visionrobotics embodied ai40Feb 26, 2026
Trajectory PredictionETH-UCY ZARA2robotics embodied aitabular time series40May 13, 2026
Offensive Language IdentificationOLIDnlp40Feb 26, 2026
Action RecognitionDiving48 V2computer vision40Apr 10, 2026
Image ClassificationImageNet-C 1.0 (val)computer vision40Feb 27, 2026
Named Entity RecognitionWikiAnnnlp40May 14, 2026
ClassificationAdultcomputer visionnlp+340Mar 31, 2026
Image ClassificationCIFAR-10-LT λ=100 (test)computer vision40Apr 10, 2026
Intent ClassificationSNIPS (test)nlp40Feb 26, 2026
Image ClassificationImageNet v1 (val)computer vision40Feb 26, 2026
Open-world Semi-Supervised LearningCIFAR-100 (test)computer visiontabular time series40Feb 26, 2026
Node ClassificationSquirrel (48/32/20)graph40Feb 26, 2026
Document Sentiment ClassificationDSC fullnlp40Feb 26, 2026
Document Sentiment ClassificationDSC smallnlp40Feb 26, 2026
Aspect Sentiment ClassificationASCnlp40Feb 26, 2026
Epidemic ForecastingUS National wILI (seasons 2014/15-2019/20)tabular time seriesbio medical40Feb 26, 2026
OOD DetectionCT Slices (test)computer visiontabular time series40Feb 26, 2026
Semi-Supervised Domain AdaptationDomainNetcomputer visionnlp+140Feb 26, 2026
Human Pose ForecastingAMASS BMLrub (test)computer vision40Feb 26, 2026
3D Human Motion Prediction3DPW (test)3d vision geometrycomputer vision40Feb 26, 2026
3D joint position forecastingHuman3.6M3d vision geometryrobotics embodied ai40Feb 26, 2026
Color JPEG Image RestorationICB (test)computer vision40Feb 26, 2026
Offline Reinforcement LearningD4RL Gym halfcheetah-medium-expertrobotics embodied aiOffline Reinforcement Learning on D4RL Gym halfcheetah-medium-expert performance trend40May 29, 2026
Aspect Sentiment Triplet ExtractionRest SemEval 2014 (test)nlpAspect Sentiment Triplet Extraction on Rest SemEval 2014 (test) performance trend40Feb 26, 2026