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Benchmarks

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

309,131 benchmarksPage 1910 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Retrieval-Augmented GenerationUltraDomain agricultureretrieval search ragnlp18Feb 26, 2026
Retrieval-Augmented GenerationBSARD-Gretrieval search ragnlp18Feb 26, 2026
Knowledge Graph RecommendationAminer Cross-domain v12graph18Feb 26, 2026
Knowledge Graph RecommendationAminer v12 (In-domain)graph18Feb 26, 2026
Knowledge Graph RecommendationSTM-KG Cross-domaingraph18Feb 26, 2026
Knowledge Graph RecommendationSTM-KG (In-domain)graph18Feb 26, 2026
Nugget Coverage RerankingCRUX-MDS DUC 2004 (test)retrieval search rag18Feb 26, 2026
Nugget Coverage RerankingNeuCLIR ReportGen 2024 (test)retrieval search rag18May 28, 2026
Sequential RecommendationBeautytabular time series18Feb 26, 2026
RecommendationAmazon Office (test)tabular time series18Mar 4, 2026
RecommendationAmazon Industrial (test)tabular time series18Mar 4, 2026
Website Accessibility CorrectionWebAccessVL (test)computer visionnlp18Feb 26, 2026
Predicting maximum achievable accuracy of Dimensionality Reduction (DR) techniques96 datasetstabular time series18Feb 26, 2026
Gesture RecognitionWidar3 Cross-Oricomputer vision18Feb 26, 2026
Gesture RecognitionWidar3 Cross-Loccomputer vision18Feb 26, 2026
Risk evaluation in caregiving responsesGeneral-Caregiver Datasetllm chat instructionnlp18Feb 26, 2026
Risk evaluation in caregiving responsesADRD-Caregiver Datasetllm chat instructionnlp18Feb 26, 2026
DenoisingAFHQ Catbio medicalcomputer vision18Jun 16, 2026
Gesture RecognitionWidar3 (In-domain)computer vision18Feb 26, 2026
Semantic SegmentationPANGAEA (val)computer vision18Feb 26, 2026
Dynamic 3D ReconstructionHyperNeRF (test)3d vision geometry18Apr 3, 2026
raw-to-sRGBISPIW raw-to-sRGB (test)computer vision18Feb 26, 2026
raw-to-sRGBISPIW raw-to-sRGBcomputer vision18Feb 26, 2026
raw-to-sRGBMobile AI raw-to-sRGB 2021 (test)computer vision18Feb 26, 2026
ISP LearningMobile AI raw-to-sRGBcomputer vision18Feb 26, 2026