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Benchmarks

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

309,131 benchmarksPage 983 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Snitch LocalizationCATER-h (test)computer vision28Feb 26, 2026
Continual Semantic SegmentationADE20k 100-50 (2 tasks) (val)computer vision28Feb 26, 2026
Semantic SegmentationCityscapes v1.1 (test)computer vision28Feb 26, 2026
Aspect ExtractionLaptop SemEval 2014 (test)nlp28Feb 26, 2026
Short Text ClusteringTweetnlp28Feb 26, 2026
Image ClassificationCIFAR-100 10000 labels (test)computer vision28Jun 1, 2026
Image GenerationPanda 100-shot (train)image generation editing28Feb 26, 2026
Image GenerationGrumpy cat 100-shot (train)image generation editing28Feb 26, 2026
Image GenerationObama 100-shot (train)image generation editing28Feb 26, 2026
ClassificationCIFAR-10 40% IDN (test)computer visionnlp+328Feb 26, 2026
ClassificationCIFAR-10 30% IDN (test)computer visionnlp+328Feb 26, 2026
ClassificationCIFAR-10 20% IDN (test)computer visionnlp+328Feb 26, 2026
Action RecognitionKinetics-700 (val)computer vision28Feb 26, 2026
Ad-hoc Video SearchTRECVID TV17 2017 (test)computer visionretrieval search rag28Feb 26, 2026
Image ClassificationR-MNIST Domain-ILcomputer vision28Feb 26, 2026
Image ClassificationP-MNIST Domain-ILcomputer vision28Feb 26, 2026
Automatic Speech RecognitionCHiME-6 (dev)speech audio28Apr 27, 2026
Passage RetrievalNatural Questions (NQ)retrieval search rag28Feb 26, 2026
Sentiment ClassificationMOSI (test)nlp28Jun 4, 2026
Image ClassificationWebVision 1000computer vision28Feb 26, 2026
Zero-Shot Domain GeneralizationDomainNet unseen domainscomputer vision28Feb 26, 2026
Reading ComprehensionQuACnlp28Feb 26, 2026
Dense anticipation mean over classesBreakfast (test)computer vision28Feb 26, 2026
Action anticipationEPIC (val)computer vision28Feb 26, 2026
Salient Object DetectionSSDcomputer vision28Feb 26, 2026