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Benchmarks

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

309,131 benchmarksPage 1904 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Risky Sample TransferabilityCIFAR-100adversarial safety securitycomputer vision18Feb 26, 2026
Subgroup DiscoveryAIDS-CD4tabular time series18Feb 26, 2026
ClusteringUSPStabular time series18Jul 9, 2026
Blind Face RestorationCelebAcomputer visionimage generation editing18Mar 9, 2026
Semantic ValidationSpider 2.0nlp18Feb 26, 2026
Model Learning from Noisy DataSWE (Shallow Water Equations) systemmiscellaneous18Feb 26, 2026
ClassificationVGGScomputer visionnlp+318Feb 26, 2026
ClassificationNYU-Dcomputer visionnlp+318Feb 26, 2026
ClassificationLLVIPcomputer visionnlp+318Feb 26, 2026
ClassificationTVLcomputer visionnlp+318Feb 26, 2026
Open-set Semi-Supervised LearningCIFAR100 corrupted (test)tabular time series18Feb 26, 2026
Open-set Semi-Supervised LearningCIFAR10 Corrupted (test)tabular time series18Feb 26, 2026
Time Series ForecastingElectricitytabular time series18Feb 26, 2026
Online time series forecastingWTH (Online evaluation phase)tabular time series18Feb 26, 2026
Online time series forecastingETTm2 (Online evaluation phase)tabular time series18Feb 26, 2026
Online time series forecastingETTm1 (Online evaluation phase)tabular time series18Feb 26, 2026
Online time series forecastingETTh2 (Online evaluation phase)tabular time series18Feb 26, 2026
Online time series forecastingETTh1 (Online evaluation phase)tabular time series18Feb 26, 2026
Online time series forecastingECL (Online evaluation phase)tabular time series18Feb 26, 2026
Adversarial RobustnessGTSRB (test)adversarial safety securitycomputer vision18Feb 26, 2026
Poisoning Attack ControlCIFAR10 Conv8 (test)adversarial safety security18Feb 26, 2026
Node ClassificationCoragraph18Feb 26, 2026
Question AnsweringWebGPTnlp18Feb 26, 2026
Preference Alignment EvaluationPairwisellm chat instructionadversarial safety security18Feb 26, 2026
Text SummarizationSummarizenlp18Feb 26, 2026