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Benchmarks

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

309,131 benchmarksPage 1958 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Sentiment and topic classificationSubjnlp18Mar 5, 2026
Push and SwitchOpenAI Fetch - Push and Switch 3-Push + 3-Switch (S+O) (test)robotics embodied ai18Feb 26, 2026
Zero-shot ClassificationModelNet40nlpcomputer vision18May 19, 2026
Node Classificationgenius 50/25/25 (test)graph18Feb 26, 2026
Fine-grained Image ClassificationStanford Dogscomputer vision18Feb 26, 2026
Ejection Fraction EstimationEchoNet-Dynamic (test)bio medicalcomputer vision18Jun 23, 2026
Semantic SegmentationUDS merged (test)computer vision18Feb 26, 2026
Semantic SegmentationMSeg (test)computer vision18Feb 26, 2026
Node Classificationogbn-productsgraph18Jun 24, 2026
Node ClassificationRedditgraph18Jun 24, 2026
Medical Image SegmentationMRIbio medicalcomputer vision18Feb 26, 2026
Medical Image SegmentationOCTbio medicalcomputer vision18Feb 26, 2026
Medical Image SegmentationCataract Surgerybio medicalcomputer vision18Feb 26, 2026
Entity AlignmentFB15K-DB15K (20% train)graph18Feb 26, 2026
Polyp SegmentationCVC source Kvasir target domaincomputer visionbio medical18Feb 26, 2026
Polyp SegmentationKvasir source: CVC target domaincomputer visionbio medical18Feb 26, 2026
Occupation ClassificationBias-in-Biosnlp18Feb 26, 2026
Adversarial DetectionAG Newsadversarial safety security18Feb 26, 2026
Texture ReconstructionHO-3D YCB Objects3d vision geometry18Feb 26, 2026
Stereo MatchingIMC Phototourism 2021 (test)3d vision geometrycomputer vision18Feb 26, 2026
Novel View SynthesisScanNet unseen real scenes3d vision geometry18Mar 19, 2026
Node classificationPascalVOC-SP (test)graph18May 14, 2026
Machine TranslationWMT'16 En-Ro (test)nlp18Feb 27, 2026
Natural Language ProcessingT0 benchmarknlp18Feb 26, 2026
Medical Image SegmentationNCI (test)bio medicalcomputer vision18Feb 26, 2026