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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1776 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Named Entity RecognitionADE (test)nlp19Feb 26, 2026
Constituency ParsingCTB 5.0 (test)nlp19Feb 26, 2026
Text ClassificationHyperPartisannlp19Feb 26, 2026
Mortality PredictionP-Mortality P12 (test)bio medicaltabular time series19Feb 26, 2026
Image ClassificationCIFAR-100 Long Tailed Imbalance Ratio 100 (test)computer vision19Feb 26, 2026
Image ClassificationCIFAR-10 Long Tailed Imbalance Ratio 100 (test)computer vision19Feb 26, 2026
Named Entity RecognitionChinese OntoNotes 4.0 (test)nlp19Feb 26, 2026
Multimodal Machine TranslationMSCOCO EN-FR (test)multimodalnlp19Feb 26, 2026
Map SegmentationnuScenescomputer vision19Jul 8, 2026
Emotion RecognitionCMU-MOSEI (test)speech audiocomputer vision+119Feb 26, 2026
Semantic SegmentationCOCOcomputer vision19Feb 26, 2026
Instance-level searchROxford + R1M (test)retrieval search ragcomputer vision19Feb 26, 2026
Unsupervised image segmentationCOCO-Stuff 3-class (test)computer vision19Feb 26, 2026
Out-of-distribution detectionCIFAR-10 (Din) / SVHN (Dout) Far OOD (test)computer visiontabular time series19Feb 26, 2026
KG-to-text generationAGENDA (test)nlpgraph19Feb 26, 2026
Named Entity RecognitionCoNLL English 2003nlp19Mar 27, 2026
Emotion Recognition in ConversationIEMOCAPnlpspeech audio19Feb 26, 2026
Aspect-Level Sentiment AnalysisSemEval Task 4 Laptop 2014 (test)nlp19Feb 26, 2026
Named Entity RecognitionSciTech News Target Domainnlp19Feb 26, 2026
Semi-supervised Video Object SegmentationDAVIS 2016 (val)computer vision19Feb 26, 2026
Cell SegmentationPhC-C2DL-PSC (test)bio medicalcomputer vision19Feb 26, 2026
Short-Term TrackingVOT 2017 2018computer vision19Feb 26, 2026
3D Human Pose EstimationH36M3d vision geometrycomputer vision19May 5, 2026
Scene Graph DetectionVisual Genome (VG) Zero-Shotcomputer visionmultimodal19Feb 26, 2026
Scene Graph ClassificationVisual Genome (VG) Zero-Shotcomputer visiongraph19Feb 26, 2026