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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 1915 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Structured shape completionABC multi3d vision geometry18Feb 26, 2026
Deep ClusteringCIFAR-10tabular time series18Feb 26, 2026
Semantic SegmentationCityscapes (val)computer vision18Feb 26, 2026
Global human motion estimationEMDB-2computer vision3d vision geometry18May 27, 2026
Medical Image SegmentationKITS17 (test)bio medicalcomputer vision18Feb 26, 2026
Medical Image SegmentationCHASEDB (test)bio medicalcomputer vision18Feb 26, 2026
Medical Image SegmentationETIS-PolypDB (test)bio medicalcomputer vision18Feb 26, 2026
Medical Image SegmentationEndovis multiclass 17 (test)bio medicalcomputer vision18Feb 26, 2026
Medical Image SegmentationEndovis binary 17 (test)bio medicalcomputer vision18Feb 26, 2026
Video Human AlignmentMultimedia Content Generation Evaluation Setvideo generation editingcomputer vision18Feb 26, 2026
Machine UnlearningImagenetteadversarial safety security18Feb 26, 2026
Super-Resolution (x8 scale, BD degradation)VGTSR 2.0 (test)computer vision18Feb 26, 2026
Super-Resolution (x8 scale, BI degradation)VGTSR 2.0 (test)computer vision18Feb 26, 2026
Super-Resolution (x4 scale, BD degradation)VGTSR 2.0 (test)computer vision18Feb 26, 2026
Super-Resolution (x4 scale, BI degradation)VGTSR 2.0 (test)computer vision18Feb 26, 2026
Super-ResolutionVGTSR 2.0computer vision18Feb 26, 2026
Text-to-Image In-Context LearningT2IFMIT Text-to-Image Fast Mini-ImageNetimage generation editingllm chat instruction18Feb 26, 2026
Document EditingMiLDEBench 1.0 (test)nlp18Feb 26, 2026
Optical FlowSRFlow (test)computer vision18Feb 27, 2026
Novel View SynthesisMip-NeRF 360 garden3d vision geometry18Jul 7, 2026
Few-shot classificationEuroSAT 5-5 (Unseen classes)computer visionnlp+118Feb 26, 2026
Few-shot classificationEuroSAT All classes 5-5computer visionnlp+118Feb 26, 2026
Image Quality AssessmentCombined Dataset (COM.) (test)computer vision18Feb 26, 2026
Image Quality AssessmentLIVE Challenge (LIVEC) (test)computer vision18Feb 26, 2026
Object SegmentationORSIs-4199 (2199 images)computer vision18Feb 26, 2026