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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 920 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Depth PredictionKITTI original (Eigen split)3d vision geometry29Feb 26, 2026
Offline Reinforcement LearningD4RL HalfCheetah Med-Replay v2robotics embodied ai29Feb 26, 2026
Sentence Pair ClassificationLCQMC (test)nlp29Feb 26, 2026
Semantic SegmentationPascal VOC 19-1 setting 2012 (val)computer vision29Feb 26, 2026
Anomaly LocalizationBTADcomputer vision29Apr 15, 2026
Knowledge Graph ReasoningFB15k-237 (test)graph29Apr 8, 2026
Emotion RecognitionRAVDESS (test)speech audiocomputer vision+129Mar 24, 2026
Offline Reinforcement LearningD4RL Adroit (expert, human)robotics embodied ai29Feb 26, 2026
Video ClassificationHMDB-51computer vision29Feb 26, 2026
Image ClassificationCIFAR-100 Step-Imbalancecomputer vision29Apr 27, 2026
Speech TranslationMuST-C (test)speech audionlp29Feb 26, 2026
Machine TranslationWMT English-German (EN-DE) 2014 (newstest2014)nlp29Feb 26, 2026
Digit RecognitionDigits SVHN, MNIST, USPS (test)computer vision29Apr 7, 2026
Machine TranslationSumerian-Englishnlp29Feb 26, 2026
Unsupervised constituency parsingWSJ (test)nlp29Feb 26, 2026
Semantic SegmentationCityscapes w/o coarsecomputer vision29Feb 26, 2026
MRI ReconstructionfastMRI knee (val)bio medicalcomputer vision29Jul 3, 2026
Audio-Visual Speech SeparationLRS3 (test)speech audiomultimodal29Mar 12, 2026
Continual LearningTinyImageNet 25-splitmiscellaneous29Feb 26, 2026
Multivariate Time-series ForecastingSolar (test)tabular time series29Feb 26, 2026
Graph ClassificationREDDIT-MULTI-12K (RDT-M12)graph29Jun 26, 2026
Ad-hoc Video SearchTRECVID (TV16) 2016 (test)computer visionretrieval search rag29Feb 26, 2026
Action Quality AssessmentMTL-AQA (test)computer vision29Feb 26, 2026
Action segmentationCOINcomputer vision29Feb 27, 2026
Trajectory PredictionArgoverse (val)robotics embodied aitabular time series29Mar 9, 2026