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Benchmarks

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

309,131 benchmarksPage 980 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Gaze EstimationMPIIFaceGaze (leave-one-subject-out)computer vision28Mar 16, 2026
Speech Command RecognitionGSC-MUSAN (test)speech audio28Feb 26, 2026
Speech Command RecognitionGSC-QUT (test)speech audio28Feb 26, 2026
Machine TranslationWMT14 DE-EN (test)nlp28Feb 27, 2026
Multivariate Time Series ForecastingElectricity full (test)tabular time series28Feb 26, 2026
Multivariate Time Series ForecastingETTm2 full (test)tabular time series28Feb 26, 2026
MattingAIM-500 (test)computer vision28Feb 26, 2026
Link Predictionogbl-citation2 (val)graph28Feb 26, 2026
Link Predictionogbl-ddi (val)graph28Feb 26, 2026
Confidence CalibrationCoraFulltabular time series28Feb 26, 2026
Accident anticipationDADcomputer vision28Jun 15, 2026
Vehicle DetectionWaymo Open Dataset LEVEL_1 v1.2 (val)computer vision28Feb 26, 2026
HalfCheetahD4RL Medium-Replay v0robotics embodied ai28Feb 26, 2026
Text RetrievalCOCO Captionretrieval search rag28Feb 26, 2026
Scene CompletionSUNCG (test)computer vision28Feb 26, 2026
Anomaly SegmentationFishyscapes Static (test)computer visionbio medical28Feb 26, 2026
CT ReconstructionCOVID (test)3d vision geometrybio medical28Feb 26, 2026
CT ReconstructionAAPM (test)3d vision geometrybio medical28Feb 26, 2026
Alzheimer's disease classificationTADPOLEbio medicaltabular time series28Feb 26, 2026
Image ClassificationCIFAR-10computer vision28Feb 26, 2026
Few-shot ClassificationCUB200 5-way 5-shotcomputer visionnlp+128Feb 26, 2026
Image classificationColored MNIST unbiased (test)computer vision28Feb 26, 2026
Fair ClassificationCOMPAS (test)tabular time series28Feb 26, 2026
ClassificationAdultCensus (test)computer visionnlp+328Feb 26, 2026
Fair ClassificationSynthetic 1.0 (test)tabular time series28Feb 26, 2026