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Benchmarks

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

309,131 benchmarksPage 561 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Interpretation errorImageNet (val)computer visionnlp40Feb 26, 2026
Multi-label Image ClassificationPascal VOC 2007computer vision40Mar 9, 2026
SSAD queryingSelected shapes (test)computer vision40Feb 26, 2026
Medical Image SegmentationACDC 10% labeled (test)bio medicalcomputer vision40Feb 26, 2026
Low-Light Image EnhancementLSRW v1 (test)computer vision40May 13, 2026
Out-of-Distribution DetectionImageNet-1k V2 (test)computer visiontabular time series40Feb 26, 2026
Class-Incremental LearningSplit ImageNet-R 10 incremental taskscomputer visiontabular time series40May 13, 2026
Conversational AI EvaluationChatbot Arenallm chat instruction40May 8, 2026
Two-sample testingMNIST (test)tabular time series40Feb 26, 2026
Action RecognitionKinetics400 (val)computer vision40Jun 25, 2026
HOI DetectionV-COCOcomputer vision40Feb 26, 2026
Image ClassificationISEKAI-paircomputer vision40Feb 26, 2026
Image ClassificationISEKAI-10computer vision40Feb 26, 2026
3D Situated Question AnsweringSQA3D (test)3d vision geometrycomputer vision+140Feb 26, 2026
Gait RecognitionOUMVLP (test)computer vision40May 15, 2026
ClusteringImageNet-Dogs (test)tabular time series40Mar 26, 2026
Image DenoisingMcMaster (test)computer vision40Apr 23, 2026
Named Entity RecognitionNERnlp40Feb 26, 2026
Image ClassificationMNIST (test)computer vision40Feb 26, 2026
Link PredictionNELL (test)graph40Apr 2, 2026
Few-Shot Image GenerationMetFaces 10-shotimage generation editing40Mar 19, 2026
OOD DetectioniNaturalist OODcomputer visiontabular time series40Mar 4, 2026
Image ClassificationMIT Indoorcomputer vision40Mar 4, 2026
DenoisingSpaces (val)bio medicalcomputer vision40Feb 26, 2026
Video Question AnsweringTVQAmultimodalcomputer vision40Feb 26, 2026