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Benchmarks

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

309,131 benchmarksPage 1961 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Object DiscoveryPASCAL VOC 07 (trainval)computer vision18Feb 26, 2026
Image ClassificationStanford Dogscomputer vision18Feb 26, 2026
Image ClassificationCUB200computer vision18Feb 26, 2026
Image ClassificationCars unlearnable version (test)computer vision18Feb 26, 2026
Few-shot image classificationCIFAR-FS 5-way (test)computer vision18Feb 26, 2026
Image ClassificationBlended-Office-Home-LMT ResNet-50 (test)computer vision18Feb 26, 2026
Image ClassificationImageNet and ObjectNet Robustness Suitecomputer vision18May 1, 2026
Relation TaggingVidVRD v1.0 (test)computer visionnlp18Feb 26, 2026
Relation DetectionVidVRD v1.0 (test)computer visionnlp18Feb 26, 2026
Image ClassificationCIFAR10C level 1-5computer vision18Feb 26, 2026
Few-Shot Image ClassificationCUB-200 (test)computer vision18Feb 26, 2026
Few-Shot LearningCUB-200 5-shot (test)computer visionnlp+1318Feb 26, 2026
Few-Shot Learningmini-ImageNet 5-shot (test)computer visionnlp+1318Feb 26, 2026
Subject-driven image generationDreamBooth Dataset 1.0 (test)image generation editing18Mar 31, 2026
Generalized Few-Shot Object DetectionMS-COCO 30-shot (test)computer vision18Feb 26, 2026
Monocular Depth EstimationDIODE Outdoor (test)3d vision geometrycomputer vision18Feb 26, 2026
Monocular depth estimationNYUv2 373d vision geometrycomputer vision18Feb 26, 2026
Cross-view geo-localizationCVUSA FoV=70°computer vision18Feb 26, 2026
Cross-view geo-localizationCVUSA FoV=90°computer vision18Feb 26, 2026
3D Human Pose EstimationH3.6M Protocol 1 (subjects 9 and 11)3d vision geometrycomputer vision18Feb 26, 2026
Vessel SegmentationOCTA-500 6M OPL-BM projectioncomputer visionbio medical18Feb 26, 2026
Vessel SegmentationOCTA-500 6M (ILM-OPL projection)computer visionbio medical18Feb 26, 2026
Vessel SegmentationOCTA-500 6M FULL projectioncomputer visionbio medical18Feb 26, 2026
Vessel SegmentationOCTA-500 3M OPL-BM projectioncomputer visionbio medical18Feb 26, 2026
Vessel SegmentationOCTA-500 3M ILM-OPL projectioncomputer visionbio medical18Feb 26, 2026