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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 1262 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Clustering (Species)Fruit360tabular time series24Feb 26, 2026
Clustering (Color)Fruit360computer vision24Feb 26, 2026
MRI ReconstructionIXI PD contrast (test)bio medicalcomputer vision24Apr 28, 2026
MRI ReconstructionIXI T1 contrast (test)bio medicalcomputer vision24Apr 28, 2026
PansharpeningGaoFen-2 (GF2) reduced-resolution Wald's protocol (test)computer vision24Feb 26, 2026
Image RetrievalMechanical Drawing (test)retrieval search ragcomputer vision24Feb 26, 2026
Image RetrievalHistoric Map (test)retrieval search ragcomputer vision24Feb 26, 2026
Likelihood EstimationCIFAR-10 (test)computer vision24Feb 26, 2026
Continual LearningCIFAR10 (test)miscellaneous24Feb 26, 2026
Image ClassificationCIFAR10 (test)computer vision24Feb 26, 2026
Zero-shot Image ClassificationImageNet (val)computer vision24Feb 26, 2026
Image-Text ClassificationFood-101 (test)multimodalcomputer vision+124Feb 26, 2026
Hierarchical Relationship PredictionImageNet Instruments Novel Datasetscomputer vision24Feb 26, 2026
Hierarchical Relationship PredictionImageNet Instrumentscomputer vision24Feb 26, 2026
Face DetectionDARK FACE (test)computer vision24Apr 29, 2026
Unsupervised Semantic SegmentationCityscapes (val)computer vision24Feb 26, 2026
Adversarial AttackImageNet1k 1000 images subsetadversarial safety securitycomputer vision24Feb 26, 2026
Adversarial AttackImageNet 1k 1000 imagesadversarial safety securitycomputer vision24Feb 26, 2026
TrackingTUM RGBD (test)computer visionTracking on TUM RGBD (test) performance trend24Apr 20, 2026
Adversarial AttackImageNet ILSVRC2012 (val)adversarial safety securitycomputer vision24Feb 26, 2026
Gait RecognitionCCGR Mixed-Covariate Gallery: Normal 1computer vision24Feb 26, 2026
Point Cloud ClassificationModelNet-403d vision geometry24May 18, 2026
3D Human Mesh Recovery3DPW-PC (test)3d vision geometrycomputer vision24May 12, 2026
Semantic SegmentationPASCAL Context (with background class) (val)computer vision24Feb 26, 2026
Semantic SegmentationPASCAL VOC with background class (val)computer vision24Feb 26, 2026