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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 1272 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Reading ComprehensionLambadanlp24Mar 6, 2026
Long-document summarizationArXiv (test)nlp24Feb 26, 2026
Mathematical ReasoningMMLU Mathematics (test)llm chat instructionnlp24Mar 6, 2026
Question AnsweringFriendsQA (test)nlp24Feb 26, 2026
Deepfake DetectionFaceForensics++ c40 (test)computer visionadversarial safety security24May 15, 2026
Image ClassificationImageNet-Ccomputer vision24Mar 4, 2026
Sentence-level Relation ExtractionSemEval (test)nlp24Feb 26, 2026
Text reconstruction from gradientsSST-2nlp24Mar 18, 2026
Text reconstruction from gradientsCoLAnlp24Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision24Feb 26, 2026
Pan-sharpeningGaoFen2 real-world full-resolutioncomputer vision24Feb 26, 2026
Pan-sharpeningWorldView III (test)computer vision24Feb 26, 2026
Multi-Label ClassificationMS-COCO (test)computer visionnlp+224Feb 26, 2026
Few-shot SegmentationBCV Liver (in-domain)computer vision24Feb 26, 2026
ClassificationAdult Income 1996 (train and test)computer visionnlp+324Feb 26, 2026
Node ClassificationCoragraph24Feb 26, 2026
Shape MatchingDT4D-H inter-class (test)3d vision geometry24Mar 20, 2026
RegressionRCF-MNISTtabular time series24Feb 26, 2026
Causal discoverySynthetic Gaussian IL2Htabular time series24Feb 26, 2026
Latent Hierarchical Causal Structure DiscoverySynthetic Gaussian IL2H Structuregraph24Feb 26, 2026
Estimating data collection requirementsBDD100K Semi-supervisedtabular time series24Feb 26, 2026
Estimating data collection requirementsCIFAR-100 2 Typestabular time series24Feb 26, 2026
ControlBeta Trackingrobotics embodied ai24Feb 26, 2026
Named Entity RecognitionI2B2 2010 (test)nlp24Feb 26, 2026
4x Video Super-ResolutionREDS4 (test)video generation editing24Feb 26, 2026