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Benchmarks

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

309,131 benchmarksPage 1774 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
SummarizationEMAILSUM long 1.0 (test)nlp19Feb 26, 2026
SummarizationEMAILSUM short 1.0 (test)nlp19Feb 26, 2026
Machine TranslationWMT19 English-German (En-De) (test)nlp19Feb 26, 2026
Video GroundingTACOScomputer visionmultimodal19Feb 26, 2026
Toxicity detectionCivilComments-WILDS (test)nlp19Feb 26, 2026
Abstractive Question SummarizationMEQSUM 1.0 (test)nlp19Feb 26, 2026
Node Classificationogbn-mag v1 (val)graph19Feb 26, 2026
Node Classificationogbn-products transductive (test)graph19Feb 26, 2026
Semantic SegmentationMapillary Vistas full (val)computer vision19Feb 26, 2026
Time-series ClassificationEpilepsy (test)tabular time series19Apr 23, 2026
Visual Question AnsweringPathVQA (test)multimodalcomputer vision+119Feb 26, 2026
Image ClassificationLabelMe (test)computer vision19Feb 26, 2026
Node ClassificationCoauthor CS (semi-supervised transductive)graph19Feb 26, 2026
Normal EstimationModelNet40 (test)3d vision geometry19Feb 26, 2026
Generative ModelingCIFAR10 (test)image generation editingvideo generation editing+1419Feb 26, 2026
Causal DiscoverySachs real data d=11tabular time series19May 28, 2026
Natural Language InferenceCB val (test)nlp19Feb 26, 2026
Document-level Relation ExtractionGDA (test)nlp19Feb 26, 2026
Discontinuous Named Entity RecognitionCADEC (test)nlp19Feb 26, 2026
Multi-turn Dialogue ReasoningMuTual (test)llm chat instructionnlp19Jun 4, 2026
Out-of-distribution detectionImageNet-Acomputer visiontabular time series19Apr 13, 2026
Human Pose EstimationCOCO-C (val)computer vision19Feb 26, 2026
Video Super-ResolutionREDS4 BI degradation v1.0 (test)video generation editingcomputer vision19Feb 26, 2026
Image ClassificationCIFAR-100 60% symmetric noise (test)computer vision19Feb 26, 2026
Image ClassificationCIFAR-100 40% symmetric noise (test)computer vision19Feb 26, 2026