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Research

Benchmarks

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

309,131 benchmarksPage 1276 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Natural Language InferenceRTE (val)nlp24Feb 26, 2026
Knowledge retrievalLAMA (full)retrieval search ragnlp24Feb 26, 2026
Link PredictionE.coli without node attributes (50% observed links)graph24Feb 26, 2026
Link PredictionRouter 50% observed links without node attributesgraph24Feb 26, 2026
Link PredictionPower 50% observed links without node attributesgraph24Feb 26, 2026
Link PredictionC.ele 50% observed links without node attributesgraph24Feb 26, 2026
Link PredictionYeast without node attributes (50% observed links)graph24Feb 26, 2026
Link PredictionPB without node attributes (50% observed links)graph24Feb 26, 2026
Link PredictionNS 50% observed links without node attributesgraph24Feb 26, 2026
Link PredictionUSAir without node attributes (50% observed links)graph24Feb 26, 2026
Dermatological disease classificationFitzpatrick-17k (test)bio medicalcomputer vision24Jun 9, 2026
Dermatological disease classificationISIC 2019bio medicalcomputer vision24Feb 26, 2026
Multi-label image recognitionVG-200computer visionMulti-label image recognition on VG-200 performance trend24Feb 26, 2026
Gait RecognitionCASIA-B LT (74 subjects) NM#5-6 (probe)computer vision24May 15, 2026
Super-ResolutionDIV2K 4x (val)computer vision24Feb 26, 2026
Image ClassificationCIFAR-100 80% symmetric noise (test)computer vision24Feb 26, 2026
Closed-book Question AnsweringTriviaQA (standard)nlp24Feb 27, 2026
Super-resolutionCelebAcomputer vision24Feb 26, 2026
ClassificationCIFAR-100 1.0 (val)computer visionnlp+324Feb 26, 2026
ClassificationCIFAR-10 1.0 (val)computer visionnlp+324Feb 26, 2026
Scene Text RecognitionICDAR13 (test)computer vision24Feb 26, 2026
Graph ClassificationREDDIT-M5Kgraph24May 13, 2026
Semantic MatchingTSScomputer vision24Feb 26, 2026
Image DenoisingKodak Gaussian Noise, sigma=50computer vision24Feb 26, 2026
RecommendationMovieLens 20M (test)tabular time series24Feb 26, 2026