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Benchmarks

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

309,131 benchmarksPage 1036 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Out-of-Distribution DetectionCLINC OOD (train)computer visiontabular time series27Feb 26, 2026
Image ClassificationCIFAR-10 Long-Tailed (rho=50) (test)computer vision27May 19, 2026
Density EstimationFashion (test)tabular time series27Feb 26, 2026
Cross-lingual SummarizationZh2EnSum (test)nlp27Feb 26, 2026
Scene Text RecognitionIC13 1015 (test)computer vision27Feb 26, 2026
Few-shot classificationMiniImageNet 5-Shot 5-Way (test)computer visionnlp+127Feb 26, 2026
Motion ForecastingArgoverse Motion Forecasting 1.1 (test)computer visionrobotics embodied ai27Feb 26, 2026
Event DetectionACE 2005nlp27Feb 26, 2026
Dialogue Emotion DetectionDailyDialognlpllm chat instruction27Feb 26, 2026
Image ClassificationCIFAR-10 symmetric label noise (test)computer vision27Feb 26, 2026
Video RecognitionUCF51 (split 1)computer vision27Feb 26, 2026
Video RetrievalUCF51computer vision27Feb 26, 2026
Continual Semantic SegmentationPascal-VOC 19-1 2012computer vision27Feb 26, 2026
Motion In-fillingAnidance (test)computer vision27Feb 26, 2026
Human ParsingMHP v2.0 (val)computer vision27Feb 26, 2026
Open Table-and-Text Question AnsweringOTT-QA 1.0 (dev)nlptabular time series27Feb 26, 2026
Action AnticipationEGTEA Gaze+ (val)computer vision27Feb 26, 2026
Image ClassificationVOC 07computer vision27Apr 6, 2026
Image ClassificationImageNet (val)computer vision27Feb 26, 2026
Single Sentence ClassificationTHUCNews (test)nlp27Feb 26, 2026
Sentence Pair ClassificationBQ Corpus (test)nlp27Feb 26, 2026
Machine Reading ComprehensionCMRC Simplified Chinese 2018 (test)nlp27Feb 26, 2026
Coreference ResolutionLitBank 1.0 (test)nlp27Feb 26, 2026
Action spottingSoccerNet v1 (test)computer vision27Feb 26, 2026
Human Mesh Recovery3DPW standard (test)3d vision geometrycomputer vision27Feb 26, 2026