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Benchmarks

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

309,131 benchmarksPage 1971 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Portrait MattingP3M-500-P 1.0 (test)computer vision18Feb 26, 2026
Medical Image SegmentationProstate Task-3bio medicalcomputer vision18Feb 26, 2026
Predicate ClassificationVG150 (test)computer visionnlp18Feb 26, 2026
Data-to-Text GenerationToTTonlp18Feb 26, 2026
Abstractive Question SummarizationMATINF English translated subset (test)nlp18Feb 26, 2026
Relative Density-Ratio EstimationIsolettabular time series18Feb 26, 2026
Relative Density-Ratio EstimationMnist-rtabular time series18Feb 26, 2026
Neural Architecture SearchNAS-Bench-101 CIFAR-10 (test)miscellaneous18Feb 26, 2026
Word SimilarityWS-353 (test)nlp18Feb 26, 2026
Dependency ParsingCTBnlp18Mar 19, 2026
Coreference ResolutionEnglish OntoNotes 5.0 (test)nlp18Feb 26, 2026
Online Task-incremental LearningSplit CIFAR100tabular time series18Feb 26, 2026
Multi-label ClassificationMS COCO 48 seen / 17 unseen classes v1computer visionnlp+218Feb 27, 2026
Crowd TrackingDroneCrowd 1.0 (test)computer vision18Feb 26, 2026
Video ClassificationKinetics-100 (test)computer vision18Feb 26, 2026
Visual Machine Reading ComprehensionVisualMRC (test)computer visionnlp18Feb 26, 2026
Knowledge Graph CompletionDBP5L Greek (test)graph18Feb 26, 2026
Point Cloud RegistrationKITTI LiDAR sequences (00-07)3d vision geometry18Feb 26, 2026
Object DetectionCOCO+ (val)computer vision18Feb 26, 2026
Video Salient Object DetectionDAVIS (test)computer vision18Feb 26, 2026
Video Salient Object DetectionVOS (test)computer vision18Feb 26, 2026
Handwritten Text RecognitionRIMES 3 (test)computer visionnlp18Feb 26, 2026
Handwritten Text RecognitionIAM 30 (test)computer visionnlp18Feb 26, 2026
Video Action RecognitionBreakfastcomputer vision18May 13, 2026
3D ReconstructionEllis Island3d vision geometry18Jun 5, 2026