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Benchmarks

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

309,131 benchmarksPage 1414 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image GenerationPokemonimage generation editing22Mar 5, 2026
3D Single Object TrackingNuScenes (val)3d vision geometrycomputer vision22Mar 4, 2026
Semi-supervised Node ClassificationPubmed standard (test)graph22Feb 26, 2026
Image ClassificationImageNet 10% labels 1k (train)computer vision22Feb 26, 2026
Classificationmolbace OGB (test)computer visionnlp+322May 25, 2026
Image ClassificationCIFAR-10 ε = 36/255 (test)computer vision22Feb 26, 2026
Anomaly DetectionShanghaiTech Campus (test)tabular time series22Feb 26, 2026
Probabilistic Forecastingsolartabular time series22Feb 26, 2026
Brain Tumor Volume SegmentationBraTScomputer visionbio medical22Feb 26, 2026
Anomaly DetectionCamelyon16 (test)tabular time series22May 8, 2026
Image ClassificationImageNet 1% labeled subset 1k (test)computer vision22Feb 26, 2026
Unsupervised Domain AdaptationOffice-Home (train test)computer visiontabular time series22Feb 26, 2026
Keyword ExtractionWikiNewsnlp22Feb 26, 2026
Keyword Extractionpak18nlp22Feb 26, 2026
Keyword ExtractionThesis100nlp22Feb 26, 2026
Keyword ExtractionFao30nlp22Feb 26, 2026
Keyword ExtractionInspecnlp22Jun 9, 2026
Keyword ExtractionSemEval 2017nlp22Feb 26, 2026
Task-oriented Dialogue Response GenerationMulti-WOZ 2.1 (test)nlp22Feb 26, 2026
Unconditional Image GenerationImageNet 64image generation editing22Feb 26, 2026
Active Speaker DetectionAVA-ActiveSpeaker (test)speech audiocomputer vision22Feb 26, 2026
Semi-supervised Image ClassificationCIFAR-10 standard (test)computer vision22Feb 26, 2026
Information RetrievalBEIR v1 (test)retrieval search rag22Feb 26, 2026
Image ClassificationiNaturalist 2017computer vision22Feb 26, 2026
Video GenerationBAIRvideo generation editing22Mar 9, 2026