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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 1984 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Low-light Image EnhancementSICE v2computer vision17Jul 7, 2026
Cell type deconvolutionOOD experiment dataset Out-of-Distributionbio medical17Jul 7, 2026
Generated Video DetectionGenVidBench Pair2 (test)video generation editingcomputer vision17Jul 7, 2026
Synthetic Video DetectionGVFvideo generation editingcomputer vision17Jul 7, 2026
Multi-manipulator Path Planning3-manipulator simulation environmentrobotics embodied ai3d vision geometry17Jul 7, 2026
Multi-manipulator planningMulti-manipulator simulation 5 manipulatorsrobotics embodied aigraph17Jul 7, 2026
3D Object DetectionOmniHD-Scenes (test)3d vision geometrycomputer vision17Jul 7, 2026
3D Object DetectionOmniHD-Scenes night and rainy weather (test)3d vision geometrycomputer vision17Jul 7, 2026
Sampling diversity and quality estimationGaussian mixturemiscellaneous17Jul 7, 2026
Social Navigation Metric EvaluationSocNav (test)robotics embodied aicomputer vision17Jul 7, 2026
Knees Forward Error DetectionBackSquatcomputer vision17Jul 7, 2026
Knees Inward Error DetectionBackSquatcomputer vision17Jul 7, 2026
Image Quality AssessmentFull benchmark (N=144)computer vision17Jul 7, 2026
Image Quality AssessmentCoding-only N=80computer vision17Jul 7, 2026
Image ClassificationGOOD-CMNIST colorcomputer vision17Jul 7, 2026
Semantic SegmentationPascal VOC 1/4 labeled split 2012computer vision17Jul 7, 2026
Semantic SegmentationPascal VOC 1/8 labeled 2012computer vision17Jul 7, 2026
Semantic SegmentationPascal VOC 1/16 labeled 2012computer vision17Jul 7, 2026
In-hospital mortality predictionMIMIC-IV MedMod protocol (test)bio medicaltabular time series17Jul 7, 2026
Human Activity RecognitionHAR (30% train)computer vision17Jul 7, 2026
Local predictionHAR 40% train data (test)tabular time series17Jul 7, 2026
Visual Question AnsweringRoboSpatial-Homemultimodalcomputer vision+117Jul 7, 2026
Discourse ParsingMSDCnlp17Jul 3, 2026
Discourse ParsingSTACnlp17Jul 3, 2026
Language ModelingWikiText-2 (val)nlp17Jul 3, 2026