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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 229 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Heart Rate EstimationUBFC-rPPG (test)bio medicalcomputer vision69Jun 15, 2026
Time Series ClassificationPEMS-SFtabular time series69Mar 13, 2026
Visual LocalizationAachen Day-Night v1.1 (Night)computer vision3d vision geometry69Apr 15, 2026
Image DehazingSOTS indoor (test)computer vision69Feb 26, 2026
Image ClassificationCIFAR-100 LT (val)computer vision69Feb 26, 2026
Image ClassificationCIFAR-10 synthetic noise (test)computer vision69Feb 26, 2026
Weakly Supervised Object LocalizationCUBcomputer vision69Feb 26, 2026
Aspect Sentiment Triplet ExtractionRest SemEval 2015 (test)nlp69Jun 1, 2026
Aspect Sentiment Triplet ExtractionLap SemEval 2014 (test)nlpAspect Sentiment Triplet Extraction on Lap SemEval 2014 (test) performance trend69Jun 1, 2026
Text-to-Video RetrievalVATEX (test)multimodalretrieval search rag69May 19, 2026
Dialogue Relation ExtractionDialogRE (test)nlpDialogue Relation Extraction on DialogRE (test) performance trend69Feb 26, 2026
Trajectory PredictionETH-UCYrobotics embodied aitabular time series69May 29, 2026
Object DetectionVOC 2012 (test)computer vision69Mar 4, 2026
Image ClassificationFood-101N (test)computer vision69May 19, 2026
Text RetrievalMS-COCO 1K (test)retrieval search rag69Mar 27, 2026
Few-shot Image ClassificationFC100 (test)computer vision69Feb 26, 2026
Salient Object DetectionHKU-IS 4,447 images (test)computer vision69Jul 7, 2026
3D instance segmentationScanNet hidden v2 (test)3d vision geometrycomputer vision69Feb 27, 2026
Aspect-Term Sentiment AnalysisLAPTOP SemEval 2014 (test)nlp69Feb 27, 2026
Action RecognitionCharades (val)computer visionAction Recognition on Charades (val) performance trend69Feb 26, 2026
Image Classificationpermuted MNIST (pMNIST) (test)computer vision69Mar 4, 2026
Vehicle Re-identificationVehicleID 1600 (test)computer vision69Feb 26, 2026
Vehicle Re-identificationVehicleID 800 (test)computer vision69Feb 26, 2026
Density EstimationMNIST (test)tabular time series69May 27, 2026
Music Source SeparationMUSDB18 (test)speech audio69Feb 26, 2026