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Benchmarks

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

309,131 benchmarksPage 1278 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Action RecognitionFineGym Gym288computer vision24Apr 23, 2026
Video Action RecognitionEpic-Kitchens 100 (test)computer vision24Feb 26, 2026
3D Human Pose and Mesh Estimation3DPW (test)3d vision geometrycomputer vision24Feb 26, 2026
ClassificationTCGAcomputer visionnlp+324Feb 26, 2026
Image ClassificationCIFAR10 (test)computer vision24Feb 26, 2026
Image-to-Text RetrievalCUHK-PEDES (test)multimodalretrieval search rag24Apr 30, 2026
Image ClassificationCIFAR-100 synthetic label noise (test)computer vision24Feb 26, 2026
Image ClassificationCIFAR-10 synthetic label noise (test)computer vision24Feb 26, 2026
Isolated Sign Language RecognitionMSASL 100computer visionspeech audio24Feb 26, 2026
Isolated Sign Language RecognitionNMFs-CSL (Confusing)computer visionspeech audio24Feb 26, 2026
Isolated Sign Language RecognitionNMFs-CSL (Total)computer visionspeech audio24Feb 26, 2026
Image ClassificationCIFAR-10 Step-Imbalancecomputer vision24Feb 26, 2026
Medical Image SegmentationHVSMRbio medicalcomputer vision24Feb 26, 2026
Offline Reinforcement LearningD4RL Gym walker2d (expert)robotics embodied ai24Feb 26, 2026
Lung cancer risk estimationExternal In-house Set MNAR mechanism (test (404 subjects))bio medicaltabular time series24Feb 26, 2026
Visual EntailmentSNLI-VE (test-p)multimodalnlp+124Feb 26, 2026
Image MattingAIM-500computer vision24May 13, 2026
ClassificationAdult (test)computer visionnlp+324Feb 26, 2026
Vehicle Re-identificationVeRi-Wild (Test10000)computer vision24Feb 26, 2026
Vehicle Re-identificationVeRi-Wild (test5000)computer vision24Feb 26, 2026
Skeleton Action RecognitionNTU-120 (110/10 random split)computer vision24Apr 13, 2026
Graph ClassificationOGB-Tox21 (test)graph24Feb 26, 2026
Mood PredictionMAPS (test)nlp24Feb 26, 2026
Named Entity RecognitionCoNLL KB-Matching 2003 (test)nlp24Feb 26, 2026
Image ClassificationCIFAR-100computer vision24Feb 26, 2026