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Benchmarks

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

309,131 benchmarksPage 2084 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Node ClassificationPascalVOC-SP LRGBgraph17Feb 26, 2026
Link PredictionPCQM-Contact LRGBgraph17Feb 26, 2026
Image ClassificationCIFAR-10-LTcomputer vision17Mar 24, 2026
Knowledge Graph ReasoningNELLgraph17Jun 18, 2026
Second-level Implicit Discourse Relation RecognitionCoNLL16 (blind)nlp17Feb 26, 2026
Second-level Implicit Discourse Relation RecognitionCoNLL16 (test)nlp17Feb 26, 2026
Point Cloud RegistrationKITTI [30, 40]3d vision geometry17Feb 26, 2026
Text-to-image retrievalNoCapsmultimodalretrieval search rag17Feb 26, 2026
Image-to-text retrievalNoCapsmultimodalretrieval search rag17Feb 26, 2026
Machine TranslationFlores-101 (val test)nlp17Feb 26, 2026
Style TransferMS-COCO (content) + WikiArt (style) (test)image generation editingnlp17Feb 26, 2026
Natural Language GenerationE2Enlp17Apr 10, 2026
Sentiment ClassificationAmazon (test)nlp17Feb 26, 2026
Image MattingAM-2k (test)computer vision17Jun 26, 2026
Intent ClassificationMASSIVE (test)nlp17May 22, 2026
Misinformation DetectionLUNnlp17Feb 26, 2026
political perspective detectionSemEvalnlp17Feb 26, 2026
Single-sentence video groundingActivityNet Captionscomputer visionnlp17Feb 27, 2026
Text-to-SQLGeoquerynlpcode developer ai17Feb 26, 2026
Image RetrievaliNaturalistretrieval search ragcomputer vision17Feb 26, 2026
Image RetrievalSOPretrieval search ragcomputer vision17Feb 26, 2026
Lip ReadingTulips1 (test)speech audiocomputer vision17Feb 26, 2026
Hand Gesture RecognitionCambridge Hand Gesture (test)computer vision17Feb 26, 2026
End-task ClassificationContinual DAP Domain Suite Restaurant, ACL, AI, Phone, Camera, PubMednlpcomputer vision+117Feb 26, 2026
Underwater Image RestorationRUIEcomputer vision17Mar 25, 2026