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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 1261 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Large Language Model ThroughputShareGPT v3llm chat instruction24Feb 26, 2026
Video SummarizationTVSumcomputer visionnlp24Feb 26, 2026
Own Missing Knowledge (OMK) PredictionCollaborative Plan Acquisition (CPA) (test)nlp24Feb 26, 2026
Multivariate time series predictionElectricitytabular time series24Feb 26, 2026
Fracture DetectionGRAZPEDWRI-DX 1.0 (test)computer visionbio medical24Feb 26, 2026
Long-form Video Question AnsweringEgoSchemamultimodalcomputer vision24Mar 16, 2026
Commonsense Question AnsweringSocialIQA (SIQA) (val)nlp24Feb 26, 2026
Commonsense inference modelingATOMIC 20 (test)nlp24Feb 26, 2026
Highlight DetectionTVSum v1.0 (test)computer vision24Feb 26, 2026
Model InversionCelebA (private)adversarial safety security24Feb 26, 2026
Membership Inference AttackWikiMIA length 256adversarial safety security24Feb 26, 2026
Membership Inference AttackWikiMIAadversarial safety security24Feb 26, 2026
Novel view synthesisD-NeRF Hellwarrior3d vision geometry24May 12, 2026
Novel view synthesisD-NeRF Trex3d vision geometry24May 12, 2026
Dichotomous Image SegmentationDIS5K DIS-TE Overall (test)computer vision24May 7, 2026
Dichotomous Image SegmentationDIS5K DIS-TE4 (test)computer vision24May 15, 2026
Dichotomous Image SegmentationDIS5K DIS-TE3 (test)computer vision24May 15, 2026
Dichotomous Image SegmentationDIS5K DIS-TE2 (test)computer vision24May 15, 2026
Dichotomous Image SegmentationDIS5K DIS-TE1 (test)computer vision24May 15, 2026
Image Quality AssessmentnuScenes nighttime (val)computer vision24Feb 26, 2026
Action Segmentation50 Salads (eval)computer vision24Jul 7, 2026
Clustering (Color)Flowerscomputer vision24Feb 26, 2026
Clustering (Color)Stanford Carscomputer vision24Feb 26, 2026
Clustering (Pose)CMUfacecomputer vision24Feb 26, 2026
Clustering (Glass)CMUfacetabular time series24Feb 26, 2026