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Benchmarks

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

309,131 benchmarksPage 666 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Phase classificationPouring (test)computer vision36Feb 26, 2026
Video ClassificationYouTube-8M 2017 (val)computer vision36Feb 26, 2026
5-way Few-shot ClassificationCUB (test)computer visionnlp+136Feb 26, 2026
Periocular RecognitionVISOB Database (Experiment 1)computer vision36Feb 27, 2026
Speech SynthesisLJ Speech (test)speech audio36Feb 26, 2026
Image ClassificationCIFAR-10 Symmetry-50% noise (test)computer vision36Feb 26, 2026
Trajectory PredictionZARA2 v1.0 (test)robotics embodied aitabular time seriesTrajectory Prediction on ZARA2 v1.0 (test) performance trend36Feb 26, 2026
Entity LinkingMSNBCnlp36Feb 26, 2026
Visual DialogVisDialmultimodalnlp36Feb 26, 2026
Action RecognitionN-UCLAcomputer vision36Feb 26, 2026
Foreground-Background SegmentationLSP (test)computer vision36Feb 26, 2026
CS reconstructionSet143d vision geometry36Feb 26, 2026
Extractive SummarizationCNN/Daily Mail (test)nlpExtractive Summarization on CNN/Daily Mail (test) performance trend36Feb 26, 2026
Multivariate Time Series ForecastingExchange-Rate (test)tabular time series36Feb 26, 2026
Multivariate Time Series ForecastingTraffic (test)tabular time series36May 26, 2026
Monocular 3D Human Pose and Mesh RecoveryHuman3.6M (test)3d vision geometrycomputer vision36Feb 26, 2026
Session-based recommendationYOOCHOOSE (1/4)tabular time series36Feb 27, 2026
Crowd countingUCSD crowd-counting (test)computer vision36Feb 26, 2026
Video RecognitionKinetics (val)computer vision36Feb 26, 2026
Phrase DetectionVRD (test)computer vision36Feb 27, 2026
Action RecognitionUTD-MHAD (cross-subject)computer vision36Feb 26, 2026
Image DenoisingBSD (test)computer vision36Feb 26, 2026
Machine Reading ComprehensionDaily Mail (val)nlp36Feb 26, 2026
Caption RetrievalFlickr30k (test)multimodalretrieval search ragCaption Retrieval on Flickr30k (test) performance trend36Feb 26, 2026
Pedestrian DetectionCaltech (test)computer vision36Feb 26, 2026