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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 1229 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Binary Treatment Effect EstimationACIC Datasets-50k 2018tabular time series24Feb 27, 2026
Binary Treatment Effect EstimationACIC Datasets-10k 2018tabular time series24Feb 27, 2026
Binary Treatment Effect EstimationACIC Datasets-1k 2018tabular time series24Feb 27, 2026
RecommendationMl 1M (test)tabular time series24Feb 26, 2026
Text-to-Audio RetrievalVALORmultimodalnlp+124Feb 27, 2026
Vulnerability Analysis and ReproductionVulnerability Benchmark Datasetsadversarial safety securitycode developer ai24Jun 17, 2026
Relation ExtractionNYT 520K (test)nlp24Feb 26, 2026
Image ClassificationImageNet-1K (val)computer vision24Feb 26, 2026
Story GenerationROC Stories (test)nlp24Feb 26, 2026
RegressionSARCOStabular time series24Jul 9, 2026
Local Feature Extraction EfficiencyNVIDIA Jetson Orin-NXcomputer vision24Feb 26, 2026
Relative pose estimationIMC 2022 (Public)3d vision geometry24Feb 26, 2026
Relative pose estimationIMC 2022 (Private)3d vision geometry24Feb 26, 2026
Visual LocalizationInLoc (DUC1)computer vision3d vision geometry24Feb 26, 2026
Question AnsweringOpenBook-QAnlp24Feb 26, 2026
Surface Normal EstimationDIODE (test)3d vision geometry24Feb 26, 2026
ClassificationOffice31 Avgcomputer visionnlp+324Feb 26, 2026
ClassificationOffice31 W → A,Dcomputer visionnlp+324Feb 26, 2026
ClassificationOffice31 D → A,Wcomputer visionnlp+324Feb 26, 2026
ClassificationOffice31 A → D,Wcomputer visionnlp+324Feb 26, 2026
ClassificationOfficeHome Ar→Cl,Pr,Rwcomputer visionnlp+324Feb 26, 2026
Survival PredictionTCGA LUAD (repeated cross-validation)bio medicaltabular time series24Feb 26, 2026
AI-generated video detectionEA-Video (test)video generation editingcomputer vision24Feb 26, 2026
Image ReconstructionCOCO (test)computer vision24Feb 26, 2026
Time-series ForecastingMotor industrial sensor suite (test)tabular time series24Feb 26, 2026