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Benchmarks

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

309,131 benchmarksPage 585 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Face RecognitionCelebA (test)computer vision39Feb 26, 2026
Text DetectionSCUT-CTW1500computer vision39Feb 26, 2026
Image ClassificationVTAB v2 (test)computer vision39Feb 26, 2026
Lip ReadingLRS2 (test)speech audiocomputer vision39Jun 2, 2026
Natural Language InferenceNatural Language Inference (NLI) (test)nlp39Apr 28, 2026
SamplingCIFAR-10miscellaneous39Feb 26, 2026
Multi-source Domain AdaptationPACScomputer visiontabular time series39Apr 28, 2026
Image ClassificationKMNISTcomputer vision39Jun 23, 2026
Multi-person pose estimationPoseTrack 2017 (test)computer visionMulti-person pose estimation on PoseTrack 2017 (test) performance trend39Feb 26, 2026
Multi-person pose estimationPoseTrack 2017 (val)computer vision39Feb 26, 2026
instanceOf triple classificationYAGO39K (test)graph39Mar 10, 2026
Video SummarizationTVSum Canonicalcomputer visionnlp39Feb 26, 2026
Data-to-text generationWebNLG (test)nlp39Feb 27, 2026
Machine TranslationWMT14 English-French (newstest2014)nlp39Feb 26, 2026
Image ClassificationSTL to CIFAR standard (test)computer vision39Feb 26, 2026
Image ClassificationImageNet (val)computer vision39Feb 26, 2026
Grammatical Error CorrectionCoNLL 2014nlp39Feb 26, 2026
Grasp DetectionCornell Dataset (object-wise)computer visionrobotics embodied ai39Feb 26, 2026
Semantic Textual SimilaritySTS 2014nlpSemantic Textual Similarity on STS 2014 performance trend39May 29, 2026
One-shot segmentationCluttered Omniglot one-shotcomputer vision39Feb 26, 2026
Perceptual SimilarityBAPPS (val)computer vision39Feb 26, 2026
Machine TranslationWMT16 German-English (test)nlp39Feb 26, 2026
Molecular Property ClassificationMoleculeNet ClinToxbio medical39May 14, 2026
Human ParsingLIPcomputer vision39Feb 26, 2026
Open-domain question answeringSQUAD Open (test)nlpretrieval search ragOpen-domain Question Answering on SQUAD Open (test) performance trend39Feb 26, 2026