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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 692 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Emotion RecognitionM3ED (test)speech audiocomputer vision+135Feb 26, 2026
Emotion RecognitionM3ED (val)speech audiocomputer vision+135Feb 26, 2026
Out-of-distribution detectionCIFAR10 ID Place365 OOD (test)computer visiontabular time series35Feb 27, 2026
Object DetectionCityscapes (val)computer visionObject Detection on Cityscapes (val) performance trend35Jun 11, 2026
Joint Demosaicking and DenoisingREDS4 High Noisecomputer vision35Feb 26, 2026
Joint Demosaicking and DenoisingREDS4 Low Noisecomputer vision35Feb 26, 2026
Image ClassificationImageNet-1K V1computer vision35Feb 26, 2026
Gait RecognitionGREW (test)computer visionGait Recognition on GREW (test) performance trend35Mar 26, 2026
Stereo MatchingHCI (test)3d vision geometrycomputer vision35Feb 26, 2026
Gaze FollowingGazeFollowingcomputer visionmultimodal35May 27, 2026
Gesture RecognitionSHREC'17 1.0 (test)computer vision35Jun 24, 2026
Face RecognitionCFPcomputer vision35Feb 26, 2026
Image GenerationTiny-ImageNet (test)image generation editing35Feb 26, 2026
Visual OdometryKITTI Seq. 10computer vision3d vision geometry35Jun 5, 2026
Graph ClassificationIMDB-BINgraph35Feb 26, 2026
Image ClassificationCIFAR10 Corruptedcomputer vision35Jun 23, 2026
Node classificationtwitch-gamers 50/25/25 (test)graph35Feb 26, 2026
Few-shot classificationCUB meta (test)computer visionnlp+135Feb 26, 2026
Sequence ClassificationListOpsnlpcomputer vision+1Sequence Classification on ListOps performance trend35Jun 9, 2026
Image Classification CalibrationImageNet 16H 1.0 (test)computer vision35Feb 26, 2026
Video SummarizationSumMecomputer visionnlp35Mar 4, 2026
Road SegmentationMassachusetts Road Datasetcomputer vision35Feb 26, 2026
Image ClassificationCIFAR100 LT-100 1.0 (test)computer vision35Feb 26, 2026
Lung cancer risk estimationNLST MCAR mechanism (30% factors missing, 50% TP1 images missing) (test (791 subjects))bio medicaltabular time series35Feb 26, 2026
Video Panoptic SegmentationVIPER (val)computer vision35Feb 26, 2026