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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 48 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video Anomaly DetectionUCF-Crime (test)computer visionVideo Anomaly Detection on UCF-Crime (test) performance trend189Jul 2, 2026
Video Anomaly DetectionXD-Violence (test)computer vision189Jul 2, 2026
Image ClassificationMNIST (test)computer vision189Mar 24, 2026
Image ClassificationImageNet-100 (test)computer vision189Jun 25, 2026
No-Reference Image Quality AssessmentKADID-10Kcomputer vision189Jun 30, 2026
Instance SegmentationLVIS v1.0 (val)computer visionInstance Segmentation on LVIS v1.0 (val) performance trend189Feb 27, 2026
Action RecognitionSomething-Something v1 (test)computer visionAction Recognition on Something-Something v1 (test) performance trend189Feb 27, 2026
Class conditional image generationImageNetimage generation editingClass conditional image generation on ImageNet performance trend189Jun 26, 2026
Text Classification20Newsnlp189Jun 11, 2026
Common sense reasoningWinograndenlp189Mar 30, 2026
Sentiment AnalysisSST-5 (test)nlpSentiment Analysis on SST-5 (test) performance trend189Jun 4, 2026
Generalized Independent SetSET-2graph188Apr 6, 2026
Image ClassificationImageNet 1k (val)computer vision188Feb 26, 2026
Object DetectionLVIS (minival)computer vision188Jun 11, 2026
Image ClassificationImageNet (val)computer visionImage Classification on ImageNet (val) (Top-1/Top-5 Accuracy) performance trend188Feb 26, 2026
Visual Object TrackingUAV123 (test)computer visionVisual Object Tracking on UAV123 (test) performance trend188Feb 26, 2026
Continuous Sign Language RecognitionPHOENIX 2014 (dev)speech audiocomputer vision188Feb 26, 2026
Text DetectionICDAR 2015computer vision188Apr 23, 2026
Speaker VerificationVoxCeleb1 with MUSAN noise (test)speech audio187Mar 11, 2026
Text GenerationOpenWebTextnlp187Jul 7, 2026
Time Series ImputationETTh1tabular time series187Jul 9, 2026
Semantic SegmentationCOCO 20icomputer visionSemantic Segmentation on COCO 20i (4-Fold CV mIoU) performance trend187Jul 7, 2026
Sign Language TranslationCSL-Daily (test)computer visionnlp187Jul 7, 2026
Commonsense ReasoningOBQAnlpCommonsense Reasoning on OBQA performance trend187May 19, 2026
Action RecognitionSomething-Something v2 (test val)computer vision187Feb 26, 2026