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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 1770 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Survival PredictionCRC (Colon & Rectal) TCGA (cross-validated)bio medicaltabular time series19Feb 26, 2026
Image RetrievalCIFAR100 General Setup (test)retrieval search ragcomputer vision19Feb 26, 2026
Identifying mislabeling of Labeling FunctionsDomainNet infographcomputer visionnlp19Feb 26, 2026
Identifying mislabeling of Labeling FunctionsDomainNet sketchcomputer visionnlp19Feb 26, 2026
Identifying mislabeling of Labeling FunctionsDomainNet realcomputer visionnlp19Feb 26, 2026
ClassificationSHREC 11 (test)computer visionnlp+319Mar 4, 2026
Image-to-Image TranslationBCIimage generation editingcomputer vision19Jun 24, 2026
Model Inversion DefenseCIFAR-100 (test)adversarial safety security19Feb 26, 2026
Indoor Object DetectionSUN RGB-D (test)computer vision19Feb 26, 2026
Object DetectionDIOR official (test)computer vision19Feb 26, 2026
Semantic SegmentationCityscapes 1/8 subset (val)computer vision19Feb 26, 2026
Long-tailed Image ClassificationCIFAR100-LT IF 50 (test)computer vision19Feb 26, 2026
Polyp SegmentationCVC300computer visionbio medical19Feb 26, 2026
Image ClassificationImageNet 1K (test val)computer vision19Feb 26, 2026
ClassificationVisDA 2017 (test)computer visionnlp+319Feb 26, 2026
Unsupervised Domain Adaptation ClassificationImageCLEF 2014 (test)computer visionnlp+119Feb 26, 2026
Relation ExtractionWiki-NREnlp19Mar 23, 2026
Audio-visual Zero-Shot ClassificationActivityNet GZSL cls (test)multimodalcomputer vision+119Feb 27, 2026
Audio-visual Zero-Shot ClassificationUCF GZSL cls (test)multimodalcomputer vision+119Feb 27, 2026
Dialogue GenerationWizard of Wikipedia (WoW) (dev)llm chat instructionnlp19Feb 26, 2026
Named Entity RecognitionMasakhaNER (test)nlp19Feb 26, 2026
Referring Image SegmentationG-Ref UMD partition (test)computer visionmultimodal19Apr 2, 2026
Person Re-identificationMarket-1501 original (test)computer vision19Feb 26, 2026
Group Activity RecognitionVolleyball datasetcomputer vision19Feb 26, 2026
Group Activity RecognitionNBA (test)computer vision19Apr 7, 2026