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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 346 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationPlaces-365 (val)computer vision54Jun 26, 2026
Out-of-Distribution DetectionAverage OpenImage-O, Texture, iNaturalist, ImageNet-Ocomputer visiontabular time series54Feb 26, 2026
Traffic ForecastingNAVER-Seoul (test)tabular time series54Feb 26, 2026
Natural Language InferenceHANS (test)nlp54Feb 26, 2026
Two-sample testingCIFAR-10 vs CIFAR-10.1 1.0 (test)tabular time series54Feb 26, 2026
Video RecognitionKinetics-400 (test)computer vision54Jun 11, 2026
Multi-Object Tracking and SegmentationBDD100K segmentation tracking (val)computer visionMulti-Object Tracking and Segmentation on BDD100K (val) performance trend54Feb 26, 2026
Image ClassificationImageNet V2 1.0 (test)computer vision54Feb 26, 2026
ClusteringDBLPtabular time series54Jun 23, 2026
Offline Reinforcement LearningD4RL Gym hopper-mediumrobotics embodied ai54Jun 15, 2026
Scene Text RecognitionSVTP 645 (test)computer vision54Feb 26, 2026
Video Quality AssessmentLIVE-VQC (test)computer vision54Feb 26, 2026
Image ClassificationCIFAR-LT-100 Imbalance Factor 50 (test)computer vision54May 12, 2026
3D Human Shape EstimationSSP-3D (test)3d vision geometrycomputer vision54Feb 26, 2026
Continual LearningCIFAR-100 (10-split)miscellaneousContinual Learning on CIFAR-100 (10-split) performance trend54May 13, 2026
Semantic SegmentationADE20k (100-5)computer vision54Feb 26, 2026
Image ClassificationCIFAR-10 1.0 (test)computer vision54Feb 26, 2026
Polyp SegmentationKvasir-SEGcomputer visionbio medical54Jul 7, 2026
3D Geometry ReconstructionScanNet3d vision geometry54Feb 26, 2026
Defocus DeblurringDP Dataset Indoor 1.0 (test)computer vision54Feb 26, 2026
Visual Object TrackingNFS (Need for Speed) 30 FPS (test)computer visionVisual Object Tracking on NFS (Need for Speed) 30 FPS (test) performance trend54Feb 26, 2026
Visual Object TrackingVOT 2018 (test)computer visionVisual Object Tracking on VOT 2018 (test) performance trend54Feb 26, 2026
Image Deraining1200 (test)computer visionImage Deraining on 1200 (test) performance trend54Jun 23, 2026
Graph ClassificationRDT-M5Kgraph54Mar 19, 2026
Semantic Image SynthesisCityscapesimage generation editingcomputer vision54May 18, 2026