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Benchmarks

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

309,131 benchmarksPage 1909 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
OOD detectionogbn-arxivcomputer visiontabular time series18May 13, 2026
Safety AlignmentStrongRejectadversarial safety security18May 4, 2026
RecommendationML-100Ktabular time series18Feb 26, 2026
Boolean Matrix FactorizationSmall datasettabular time series18Feb 26, 2026
Federated RecommendationMovietabular time series18Feb 27, 2026
Federated RecommendationDancetabular time series18Feb 27, 2026
Federated RecommendationFoodtabular time series18Feb 27, 2026
Federated RecommendationKUtabular time series18Feb 27, 2026
Rating PredictionMovieLenstabular time series18Jun 2, 2026
Cognitive DiagnosisSLP-Math (80%/10%/10%)bio medicaltabular time series18Feb 26, 2026
Cognitive DiagnosisSLP-Math (70%/10%/20%)bio medicaltabular time series18Feb 26, 2026
Cognitive DiagnosisSLP-Math (60% 20% 20%)bio medicaltabular time series18Feb 26, 2026
Cognitive DiagnosisSLP-Math (50%/20%/30%)bio medicaltabular time series18Feb 26, 2026
Cognitive DiagnosisASSIST09 (80%/10%/10%)bio medicaltabular time series18Feb 26, 2026
Cognitive DiagnosisASSIST09 (70%/10%/20%)bio medicaltabular time series18Feb 26, 2026
Cognitive DiagnosisASSIST09 (60%/20%/20%)bio medicaltabular time series18Feb 26, 2026
Cognitive DiagnosisASSIST09 (50%/20%/30%)bio medicaltabular time series18Feb 26, 2026
Learner Performance PredictionSLP-Mathtabular time seriesbio medical18Feb 26, 2026
RecommendationMovies & TVtabular time series18Feb 26, 2026
Sequential RecommendationArtstabular time series18Mar 30, 2026
Sequential RecommendationHometabular time series18Feb 26, 2026
Question AnsweringCombined 7 Datasetsnlp18Feb 26, 2026
Sequential RecommendationAmazon Industrial and Scientific (test)tabular time series18Mar 25, 2026
Retrieval-Augmented GenerationAverageretrieval search ragnlp18Feb 26, 2026
Retrieval-Augmented GenerationUltraDomain mixretrieval search ragnlp18Feb 26, 2026