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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 291 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationRSI-CB128computer vision60Jun 23, 2026
Super-ResolutionSet5 x4 (test)computer vision60May 19, 2026
Traffic flow predictionPeMS08 (test)tabular time series60Jun 23, 2026
pancytopenia onset predictionClaimsbio medicaltabular time series60Feb 26, 2026
Class-Incremental LearningObjectNetcomputer visiontabular time series60May 14, 2026
Sentiment AnalysisCMU-MOSEInlp60May 12, 2026
Person Re-identificationVC-Clothes (CC)computer vision60Jun 11, 2026
Video Anomaly DetectionUBnormalcomputer vision60Jul 2, 2026
Video Super-ResolutionVSD4K game-15svideo generation editingcomputer vision60Feb 26, 2026
Semantic SegmentationPASCAL Context P-459 (val)computer visionSemantic Segmentation on PASCAL Context P-459 (val) performance trend60Feb 27, 2026
Face IdentificationLFW (test)computer vision60Feb 26, 2026
Video DenoisingDAVIS 2017 (test)computer vision60Feb 26, 2026
Grayscale JPEG compression artifact removalClassic5computer vision60Feb 26, 2026
Novel View SynthesisDTU 9-view3d vision geometryNovel View Synthesis on DTU 9-view performance trend60Jun 30, 2026
Image DenoisingBarbaracomputer vision60Jun 11, 2026
Multivariate long-term forecastingILItabular time series60May 20, 2026
Object DetectionVisDrone (test)computer visionObject Detection on VisDrone (test) performance trend60Jul 2, 2026
Video CompressionHEVC Class Evideo generation editingVideo Compression on HEVC Class E performance trend60Jun 4, 2026
Adversarial AttackCOCO 2017 (val)adversarial safety securitycomputer vision60Feb 26, 2026
Node ClassificationPascalVOC-SP LRGB (test)graph60Apr 7, 2026
Universal Speech Representation EvaluationSUPERB Benchmarkspeech audio60Apr 28, 2026
ClassificationCaltech101computer visionnlp+360Jul 7, 2026
Heart rate estimationUBFCbio medicalcomputer visionHeart Rate Estimation on UBFC performance trend60May 25, 2026
Link PredictionEnron (transductive)graph60May 18, 2026
Graph ClassificationCKuzushiji-75sp unbiased (test)graph60Feb 26, 2026