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Benchmarks

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

309,131 benchmarksPage 1973 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-organ segmentationSynapse multi-organ CT (val)bio medicalcomputer vision18Feb 26, 2026
Short Text ClusteringAG News (test)nlp18Feb 26, 2026
Pain Intensity EstimationUNBC-McMasterbio medicalcomputer vision18Feb 26, 2026
Speech EnhancementLRS2 mixed with VGGSound noises (test)speech audio18Feb 26, 2026
Speech EnhancementLRS3 mixed with QUT city-street noises (test)speech audio18Feb 26, 2026
Speech EnhancementLRS3 mixed with VGGSound noises (test)speech audio18Feb 26, 2026
Action RecognitionNTU RGB+D Cross-Setup (CSet) 60 & 120computer vision18Feb 26, 2026
Action RecognitionNTU RGB+D 60 & 120 (Cross-Subject (CSub))computer vision18Feb 26, 2026
5-way Few-Shot Image Classificationtiered-ImageNet 608 classes (test)computer vision18Feb 26, 2026
Few-shot Relation ClassificationFewRel 2.0nlp18Feb 26, 2026
Natural Language GenerationSGD (test)nlp18Feb 26, 2026
Language IdentificationLanguage Id. (test)nlp18Mar 26, 2026
POS taggingARK-Twitter (test)nlp18Feb 26, 2026
Image ClassificationCUB-200-2011 (Birds)computer vision18Apr 1, 2026
Knowledge TracingEdNettabular time series18Feb 26, 2026
Named Entity RecognitionChinese MSRA (test)nlp18Feb 26, 2026
Neural Architecture Search (Performance Prediction)NAS-Bench-201 (test)miscellaneous18Feb 26, 2026
Photo to label translationCityscapescomputer visionnlp18Feb 26, 2026
Sleep StagingSleep-EDF-SC EEGbio medicaltabular time series18Feb 26, 2026
Multi-label Text ClassificationAAPD latest (test)nlp18Feb 26, 2026
Attribute DisentanglementCelebA (test)computer vision18Feb 26, 2026
Abstractive SummarizationAESLCnlp18Feb 27, 2026
Image ClassificationImageNet (val)computer vision18Feb 26, 2026
ConversationReDial (test)llm chat instructionnlp18Feb 26, 2026
ClassificationminiImagenet (test)computer visionnlp+318May 25, 2026