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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 245 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Object DetectionBDD100K (Nighttime)computer vision66Apr 21, 2026
3D Object DetectionScanNet V23d vision geometrycomputer vision66Apr 21, 2026
Offline Reinforcement LearningD4RL halfcheetah-expert v2robotics embodied ai66Jun 2, 2026
Offline Reinforcement LearningD4RL walker2d-expert v2robotics embodied ai66Jun 2, 2026
Offline Reinforcement LearningD4RL hopper-expert v2robotics embodied ai66Jun 2, 2026
Object DetectionCOCOcomputer vision66Mar 31, 2026
Link PredictionReddit (transductive)graph66Jul 7, 2026
Long-sequence modelingLong Range Arena (LRA) v1 (test)nlpcomputer vision+266Feb 26, 2026
Image ReconstructionFFHQ (val)computer vision66Feb 26, 2026
RGBT TrackingRGBT-210computer visionRGBT Tracking on RGBT-210 performance trend66Mar 5, 2026
Super-ResolutionManga109 (test)computer visionSuper-Resolution on Manga109 (test) performance trend66Jul 7, 2026
Cross-view geo-localizationVIGOR (Cross-Area)computer visionCross-view geo-localization on VIGOR (Cross-Area) performance trend66Mar 30, 2026
Cross-view geo-localizationVIGOR (Same-Area)computer visionCross-view geo-localization on VIGOR (Same-Area) performance trend66Mar 30, 2026
Multi-label recognitionPascal VOC 2007computer vision66Feb 26, 2026
Multi-label recognitionVG-200computer vision66Feb 26, 2026
Ultra-fine entity typingUFET (test)nlp66Feb 26, 2026
Node ClassificationCiteseer (48/32/20)graph66Mar 11, 2026
Node ClassificationCornell (48/32/20)graph66Mar 11, 2026
Node ClassificationWisconsin (48/32/20)graph66Mar 11, 2026
Unsupervised Video Object SegmentationFBMS (test)computer visionUnsupervised Video Object Segmentation on FBMS (test) performance trend66Feb 26, 2026
Scene Graph ClassificationVG150 (test)computer visiongraph66Feb 26, 2026
Few-shot classificationCUB-200 2011computer visionnlp+166May 26, 2026
Temporal Knowledge Graph reasoningICEWS 14graph66May 14, 2026
5-way classificationtieredImageNet (test)computer vision66Feb 26, 2026
Image ClassificationCIFAR-10 (250 labels)computer vision66Feb 26, 2026