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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 198 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video CaptioningVATEXmultimodal76Apr 10, 2026
Molecular property predictionClinToxbio medicalMolecular Property Prediction on ClinTox performance trend76Jun 5, 2026
Image ClassificationCIFAR-100 Symmetric Noise (test)computer vision76Feb 26, 2026
Human-Object Interaction DetectionV-COCO 1.0 (test)computer vision76Feb 26, 2026
Visual Place RecognitionSt Luciacomputer visionVisual Place Recognition on St Lucia performance trend76Feb 26, 2026
Adversarial RobustnessCIFAR-10 (test)adversarial safety securitycomputer vision76Jun 4, 2026
Semantic SegmentationADE20K v1 (val)computer vision76Feb 26, 2026
Image ClassificationVLCScomputer vision76Feb 26, 2026
Semantic SegmentationVOC 2012 (val)computer vision76Apr 15, 2026
Cross-view geo-localizationCVACT (val)computer visionCross-view geo-localization on CVACT (val) performance trend76Mar 30, 2026
Video RetrievalHMDB51 (test)computer vision76Feb 26, 2026
SummarizationArxivnlp76Feb 26, 2026
Open Set RecognitionCIFAR10computer vision76Feb 26, 2026
Salient Object DetectionNLPR (test)computer vision76Feb 26, 2026
Image CaptioningMS-COCO online (test)multimodalcomputer vision+1Image Captioning on MS-COCO online (test) performance trend76May 26, 2026
Few-shot classificationPlacescomputer visionnlp+176May 22, 2026
Table RecognitionPubTabNet (test)computer visionnlpTable Recognition on PubTabNet (test) performance trend76Jun 18, 2026
Domain AdaptationImage-CLEF DA (test)computer visionnlp+176Feb 26, 2026
Video saliency predictionUCF sports (test)computer visionVideo saliency prediction on UCF sports (test) performance trend76Jun 4, 2026
Face VerificationYTFcomputer vision76Feb 26, 2026
Binary Sentiment ClassificationCMU-MOSI (test)nlp76May 19, 2026
Shadow RemovalISTD (test)computer visionShadow Removal on ISTD (test) performance trend76Jul 9, 2026
Multi-class classificationPACS (test)tabular time series76Feb 26, 2026
Dependency ParsingEnglish PTB Stanford Dependencies (test)nlpDependency Parsing on English PTB Stanford Dependencies (test) performance trend76Feb 26, 2026
Image Captioning EvaluationFlickr8K Expert (test)computer visionmultimodalImage Captioning Evaluation on Flickr8K Expert (test) performance trend76Feb 26, 2026