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Research

Benchmarks

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

309,131 benchmarksPage 888 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multivariate Time-series ForecastingETTm2 15-minute (test)tabular time series30Feb 26, 2026
Multivariate Time-series ForecastingETTm1 15-minute (test)tabular time series30Feb 26, 2026
Text ClassificationR52 (test)nlp30Feb 26, 2026
Pose EstimationCOCOcomputer visionPose Estimation on COCO performance trend30Mar 17, 2026
Super-ResolutionSCI1K compression (test)computer vision30Feb 26, 2026
Super-ResolutionSCI1K (test)computer vision30Jun 9, 2026
Place RecognitionUniversity Sectors (U.S.)computer visionrobotics embodied ai30Feb 26, 2026
Object DetectionVOC 07+12computer vision30Feb 26, 2026
Continual LearningCTrL S- streammiscellaneous30Feb 26, 2026
Incremental Semantic SegmentationPascal VOC disjoint setup 2012 (VOC 10-1)computer vision30Feb 26, 2026
Reinforcement LearningCartPole Purerobotics embodied ai30Feb 26, 2026
Reinforcement LearningMountainCar (Pure)robotics embodied ai30Feb 26, 2026
Lossless CompressionCIFAR10 (test)miscellaneous30Feb 26, 2026
RobustnessImageNet-Ccomputer vision30May 21, 2026
CS-MRI ReconstructionCS-MRI (test)bio medicalcomputer vision30Feb 26, 2026
Node Classificationtwitch-gamers (test)graph30Feb 26, 2026
VAE Log-Likelihood EstimationFashion MNIST (test)computer vision30Feb 26, 2026
Generative ModelingOmniglot (train)image generation editingvideo generation editing+1430Feb 26, 2026
Generative ModelingFashion MNIST (train)image generation editingvideo generation editing+1430Mar 31, 2026
Generative ModelingDynamic MNIST (train)image generation editingvideo generation editing+1430Feb 26, 2026
Age EstimationUTKFacecomputer vision30Apr 21, 2026
Anomaly Detectioncardiotabular time series30Feb 26, 2026
Co-saliency Object DetectionCoSOD3kcomputer vision30Feb 26, 2026
Camera Pose EstimationKITTI sequences 00-023d vision geometrycomputer vision30Feb 26, 2026
Link Predictionfb-pagegraph30Feb 26, 2026