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Benchmarks

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

309,131 benchmarksPage 1759 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Facial Landmark DetectionCariFacecomputer vision19Feb 26, 2026
Gaussian DeblurringCelebA-HQ 1Kcomputer visionimage generation editing19Feb 26, 2026
Video Question AnsweringTGIF-QA FrameQAmultimodalcomputer vision19Feb 26, 2026
3D Semantic Segmentation3D-OVS (test)3d vision geometry19May 29, 2026
Composed Image RetrievalGeneCIScomputer visionnlp19Feb 26, 2026
Open Domain GeneralizationAverage (PACS, VLCS, OfficeHome, Digits-DG, Multi-Dataset, Mini-DomainNet)computer vision19Feb 26, 2026
Open Domain GeneralizationMulti-Datasetcomputer vision19Feb 26, 2026
Open Domain GeneralizationVLCScomputer vision19Feb 26, 2026
Open Domain GeneralizationPACScomputer vision19Feb 26, 2026
Image ClassificationDomainNet Average ODG setting (leave-one-domain-out)computer vision19Feb 26, 2026
Image ClassificationDomainNet Sketch ODG setting (leave-one-domain-out)computer vision19Feb 26, 2026
Image ClassificationDomainNet Quickdraw ODG setting (leave-one-domain-out)computer vision19Feb 26, 2026
Image ClassificationDomainNet Infograph ODG setting (leave-one-domain-out)computer vision19Feb 26, 2026
Image ClassificationDomainNet Real ODG setting (leave-one-domain-out)computer vision19Feb 26, 2026
Image ClassificationDomainNet Painting ODG setting leave-one-domain-outcomputer vision19Feb 26, 2026
Image ClassificationDomainNet Clipart ODG setting (leave-one-domain-out)computer vision19Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision19Feb 26, 2026
Visual LocalizationAachen Day (Night)computer vision3d vision geometry19Feb 26, 2026
Medical Image ClassificationFed-Camelyon (Round 5)bio medicalcomputer vision19Feb 26, 2026
Medical Image ClassificationFed-ISIC (Round 5)bio medicalcomputer vision19Feb 26, 2026
Medical Image ClassificationFed-ISIC Round 2bio medicalcomputer vision19Feb 26, 2026
Active LearningMNIST (test)miscellaneous19Jul 2, 2026
Semantic SegmentationCityscapes → BDD100K & Mapillarycomputer vision19Feb 26, 2026
Full-Reference Image Quality AssessmentPIPAL (test)computer vision19Apr 23, 2026
Novel View SynthesisNeural 3D Video Dataset (Flame Salmon scene)3d vision geometry19Mar 19, 2026