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Benchmarks

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

309,131 benchmarksPage 663 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Attribute Classification (Blurry)CelebAcomputer vision36Feb 26, 2026
Attribute Classification (Blond Hair)CelebAcomputer vision36Feb 26, 2026
Image ClassificationImageNet fine-tuning originalcomputer vision36Feb 26, 2026
Cross-view geo-localizationCVUSA (test)computer vision36Apr 14, 2026
Temporal Action LocalizationTHUMOS'14 (test)computer vision36Feb 26, 2026
Multi-Object TrackingBDD100K (test)computer visionMulti-Object Tracking on BDD100K (test) performance trend36Feb 26, 2026
Super-ResolutionB100computer vision36Feb 26, 2026
3D Object Detection (Car)KITTI (test)3d vision geometrycomputer vision36Feb 26, 2026
Shape Completion3D-EPN (test)3d vision geometry36Feb 26, 2026
Stereo MatchingMiddlebury half resolution (test)3d vision geometrycomputer vision36Mar 18, 2026
Unsupervised constituency parsingChinese Treebank (CTB) (test)nlp36Feb 26, 2026
Few-shot classificationtiered-meta-iNat fine-grainedcomputer visionnlp+136Feb 26, 2026
Few-shot classificationmeta-iNat fine-grainedcomputer visionnlp+136Feb 26, 2026
Image ClassificationOmniglot 5-way 1-shot (test)computer vision36Jun 24, 2026
Cardiac Image SegmentationMM-WHS MR to CT 2017 (test)computer visionbio medical36Apr 14, 2026
Membership Inference AttackCIFAR-100 balanced (evaluation set)adversarial safety security36Feb 26, 2026
Speech-to-speech translationFisher Spanish-English (dev2)speech audionlp36Feb 26, 2026
OOD DetectionCIFAR10 (ID) vs CIFAR100 (OOD) (test)computer visiontabular time series36Feb 26, 2026
Model InversionCelebA (test)adversarial safety security36Feb 27, 2026
Word SpottingICDAR 2015 (test)computer vision36Feb 26, 2026
Image ClassificationImageNet-1Kcomputer vision36Mar 4, 2026
Network Similarity IdentificationCIFAR-10 (test)computer visiongraph36Feb 26, 2026
Confidence CalibrationPubmedtabular time series36Feb 26, 2026
Confidence CalibrationCoratabular time series36Feb 26, 2026
Open-Partial-Set Domain AdaptationDomainNetcomputer visiontabular time seriesOpen-Partial-Set Domain Adaptation on DomainNet performance trend36Feb 26, 2026