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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 530 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
4-class respiratory sound classificationICBHI 60-40% split official (test)speech audio41Jun 11, 2026
Audio-visual video forgery detectionFakeAVCelebspeech audiocomputer vision+141Feb 26, 2026
Non-rigid shape matchingDT4D-H3d vision geometrycomputer vision41May 14, 2026
Spatio-temporal forecastingNYC Taxi (test)tabular time series41Feb 26, 2026
Image ClassificationImageNet1K (val)computer vision41Apr 20, 2026
Image ClassificationTissueMNIST (test)computer vision41Feb 26, 2026
Uncertainty EstimationGSM8Knlp41May 1, 2026
Boolean Question AnsweringBoolQ (test)nlp41Jun 4, 2026
Text-to-Image GenerationMS-COCO 30K (test)image generation editing41Feb 26, 2026
Composed Image RetrievalShoescomputer visionnlp41Jun 4, 2026
Person Re-IdentificationPRCCcomputer vision41Jun 2, 2026
Medical Image SegmentationAbd-MRIbio medicalcomputer vision41Mar 24, 2026
ClassificationImageNet 1k (val)computer visionnlp+341Jun 9, 2026
Video-to-text retrievalActivityNet Captionsmultimodal41Feb 27, 2026
Image Forgery DetectionDSO-1computer vision41Jun 24, 2026
Summarization EvaluationSummEvalnlp41Feb 26, 2026
Second-level Implicit Discourse Relation RecognitionPDTB 2.0 (Lin split)nlp41Feb 26, 2026
Machine TranslationFlores-101 (test)nlp41Mar 16, 2026
Co-saliency DetectionCoSOD3k (test)computer vision41Feb 26, 2026
Video Frame InterpolationUCF101 (test)video generation editingcomputer vision41Feb 26, 2026
Node classificationFilm (test)graph41Feb 26, 2026
Formal Theorem ProvingminiF2F Isabelle (val)miscellaneousFormal Theorem Proving on miniF2F Isabelle (val) performance trend41Feb 26, 2026
Sign Language RecognitionPhoenix 2014T (test)computer visionspeech audio41Feb 26, 2026
Image ClassificationCUB (test)computer vision41Jun 23, 2026
Semantic SegmentationDark Zurichcomputer vision41Mar 30, 2026