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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 1517 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video Super-ResolutionVimeo-90K-T BI degradation 33 (test)video generation editingcomputer vision21Feb 26, 2026
Online Class-Incremental LearningCIFAR10 Blurry10 Onlinetabular time series21Feb 26, 2026
Gaussian DenoisingSET14computer vision21Feb 26, 2026
Blind Image Super-ResolutionUrban100 (test)computer vision21Feb 26, 2026
Human Mesh ReconstructionHuman3.6M (subjects S9 and S11)3d vision geometrycomputer vision21Feb 26, 2026
Instance Segmentation TrackingMOTS (test)computer vision21Feb 26, 2026
Text Readability AssessmentNewselanlp21Feb 26, 2026
Text Readability AssessmentOneStopEnglishnlp21Feb 26, 2026
Text Readability AssessmentWeeBitnlp21Feb 26, 2026
Readability AssessmentNewselanlp21Feb 26, 2026
Readability AssessmentOneStopEnglishnlp21Feb 26, 2026
Readability AssessmentWeeBitnlp21Feb 26, 2026
Aspect Sentiment Triplet Extraction14Lap ASTE V1 (test)nlp21Feb 26, 2026
Semantic SegmentationSYNTHIA to {Cityscapes, Mapillary, BDDS} (test)computer vision21Feb 26, 2026
Node ClassificationA-Photograph21Apr 13, 2026
Monocular Depth EstimationMVSEC outdoor night3 (test)3d vision geometrycomputer vision21Feb 26, 2026
Monocular Depth EstimationMVSEC outdoor night2 (test)3d vision geometrycomputer vision21Feb 26, 2026
Monocular Depth EstimationMVSEC outdoor night1 (test)3d vision geometrycomputer vision21Feb 26, 2026
Monocular Depth EstimationMVSEC outdoor day1 (test)3d vision geometrycomputer vision21Feb 26, 2026
Speech Emotion RecognitionLSSED 1.0 (test)speech audio21Feb 26, 2026
Machine Reading ComprehensionCMRC 2018 (test)nlp21Feb 26, 2026
Super-ResolutionDIV2KRK Scale x2 Setting 2 (test)computer vision21Feb 26, 2026
Multi-Target Domain AdaptationOffice-Caltechcomputer visiontabular time series21Feb 26, 2026
3D Lane DetectionSynthetic 3D Lane Dataset visual variations 1.03d vision geometrycomputer vision3D Lane Detection on Synthetic 3D Lane Dataset visual variations 1.0 performance trend21Feb 26, 2026
Object-level 3D ReconstructionShapeNet 13 classes (test)3d vision geometrycomputer vision21Feb 26, 2026