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Benchmarks

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

309,131 benchmarksPage 334 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Named Entity RecognitionOntoNotes 4.0 (test)nlpNamed Entity Recognition on OntoNotes 4.0 (test) performance trend55Feb 26, 2026
Node ClassificationCiteseer full-supervisedgraph55Jun 11, 2026
Image GenerationCelebA-HQ 256x256image generation editing55Mar 4, 2026
Multi-label classificationCOCO 2014computer visionnlp+255Jun 12, 2026
Text-to-Video RetrievalMSR-VTT (Full)multimodalretrieval search ragText-to-Video Retrieval on MSR-VTT (Full) performance trend55Feb 27, 2026
Image ClassificationPlaces205computer visionImage Classification on Places205 performance trend55Feb 27, 2026
Oriented Object DetectionHRSC 2016 (test)computer vision55Feb 26, 2026
AMR-to-text generationLDC2017T10 (test)nlp55Feb 26, 2026
Graph ClassificationPROTEINgraph55Mar 4, 2026
Image ClassificationPlaces (val)computer vision55Feb 26, 2026
Object DetectionUCAS-AOD (test)computer vision55Jun 25, 2026
Visual Question AnsweringVQA (val)multimodalcomputer vision+155Feb 27, 2026
Face RestorationWebFace (test)computer visionimage generation editing55Feb 26, 2026
Image ClassificationImageNetcomputer vision55Feb 26, 2026
Person Re-identificationCUHK-SYSUcomputer vision55May 7, 2026
Face AlignmentAFLW 21 pts (test)computer vision55Feb 26, 2026
Gaussian DenoisingBSD68 (test)computer vision55May 7, 2026
Slot FillingATIS (test)nlp55Feb 26, 2026
Triple classificationFB13 (test)graph55Feb 26, 2026
Triple classificationWN11 (test)graph55Feb 26, 2026
Object RecognitionOffice (standard)computer vision55Feb 26, 2026
Super-ResolutionBSD200computer vision55Feb 26, 2026
Constituency ParsingPenn Treebank WSJ (section 23 test)nlp55Feb 26, 2026
Multi-organ SegmentationBTCV (test)bio medicalcomputer vision55Feb 26, 2026
Multi-modal UnderstandingMMVetmultimodal55May 8, 2026