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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 1091 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Spam DetectionTwitter Spam dataset (test)nlp26Feb 26, 2026
Regressionmolesol OGBtabular time series26Feb 26, 2026
Multi-source Unsupervised Domain AdaptationDomainNet targetcomputer visiontabular time series26Feb 26, 2026
Few-shot image generationGrumpy Cat 100-shotimage generation editing26Feb 26, 2026
Few-shot image generationObama 100-shotimage generation editing26Feb 26, 2026
Single-object discoveryPASCAL VOC 2007 (trainval)computer vision26Feb 26, 2026
Question AnsweringSQuAD (val)nlp26Feb 26, 2026
Phrase GroundingFlickr30k entities (val)computer visionnlp26Feb 26, 2026
Image-level manipulation detectionDEFACTO 12kcomputer vision26May 15, 2026
Multi-label Image ClassificationMS-COCOcomputer vision26May 12, 2026
Automated Medical CodingMIMIC-III shielding 20 labels (test)bio medicalnlp26Feb 26, 2026
Language ModelingRoBERTa+cc100en (val)nlp26Feb 26, 2026
Video Question AnsweringSUTD-TrafficQA (Setting-1 2)multimodalcomputer vision26Feb 26, 2026
Medical Image SegmentationHeart Task-1bio medicalcomputer vision26Feb 26, 2026
Boundary DetectionMulticue Boundarycomputer vision26Feb 26, 2026
Semantic ParsingOVERNIGHT v1.0 (test)nlp26Feb 26, 2026
Multi-Object TrackingHuman in Events (HiEve) (test)computer vision26Feb 26, 2026
Action RecognitionEpic Kitchens 100computer vision26Feb 26, 2026
Image RetrievalSOPretrieval search ragcomputer vision26Feb 26, 2026
Image RetrievalCARSretrieval search ragcomputer vision26Feb 26, 2026
Visual GroundingReferitGame (test)multimodalcomputer vision26Feb 26, 2026
Link PredictionAIRPORTgraph26Feb 27, 2026
Camouflaged Object DetectionCAMOcomputer vision26Feb 26, 2026
Multi-view multi-person 3D pose estimationCampus3d vision geometrycomputer vision26Feb 26, 2026
Machine TranslationWMT En-De 2016nlp26Feb 26, 2026