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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 1793 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Watermark Replacement DetectionLibrispeechspeech audio18Jun 23, 2026
Document Tampering LocalizationDoc Protocol T-SROIE, OSTF, Tampered-IC13, RTM (test)computer vision18Jun 23, 2026
Coefficient-regime estimationKnown-K Coefficient-Regime Estimation Case 3.4 Ref 1.0-2.0tabular time series18Jun 23, 2026
Coefficient-regime estimationKnown-K Coefficient-Regime Estimation Case 3.4, Ref 0.5-1.0tabular time series18Jun 23, 2026
Coefficient-regime estimationKnown-K Coefficient-Regime Estimation Case 2.2tabular time series18Jun 23, 2026
Compositional ReasoningGQAcomputer visionnlp18Jun 23, 2026
Federated Continual LearningDomainNet 6-split clipart → real → painting → sketch → infograph → quickdrawtabular time series18Jun 23, 2026
Domain-Incremental LearningDomainNet 6-splitmiscellaneous18Jun 23, 2026
Sequential RecommendationBooktabular time series18Jun 23, 2026
Sequential RecommendationClothingtabular time series18Jun 23, 2026
Sequential RecommendationToytabular time series18Jun 23, 2026
Sequential RecommendationBeautytabular time series18Jun 23, 2026
Sequential RecommendationML-1Mtabular time series18Jun 23, 2026
Sequential RecommendationBooktabular time series18Jun 23, 2026
Sequential RecommendationElectronictabular time series18Jun 23, 2026
Sequential RecommendationToytabular time series18Jun 23, 2026
Sequential RecommendationBeautytabular time series18Jun 23, 2026
Instruction FollowingAir-Benchllm chat instruction18Jun 23, 2026
Code GenerationLCB v6code developer ai18Jun 23, 2026
Scientific ReasoningGPQA Dnlp18Jun 23, 2026
Selection of a good alternative (Ranking and Selection)Gaussian instances unknown variancemiscellaneous18Jun 23, 2026
Multi-source Domain GeneralizationTerraInccomputer vision18Jun 23, 2026
Multi-source Domain GeneralizationOfficeHomecomputer vision18Jun 23, 2026
Adversarial Attack DetectionCIFAR10adversarial safety security18Jun 23, 2026
Tiny Obstacle SegmentationTOSeg-Road (Bumpy)computer vision18Jun 23, 2026