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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 1111 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
COVID-19 predictionPortsmouth NHS cohort 5.3% prevalencebio medicaltabular time series25Apr 24, 2026
COVID-19 predictionOxford 1.7% prevalence (test)bio medicaltabular time series25Apr 24, 2026
Multi-label phenotypingMIMIC-IIIbio medicaltabular time series25Apr 24, 2026
Lithology ClassificationGeoLinkbio medicaltabular time series25May 6, 2026
Lithology ClassificationFORCEbio medicaltabular time series25May 6, 2026
Lithology ClassificationSEAMbio medicaltabular time series25May 6, 2026
Multi-modal UnderstandingMMEmultimodal25May 21, 2026
Binary safety hallucination detectionPitVQA (External val)adversarial safety securityllm chat instruction25Apr 24, 2026
Binary safety hallucination detectionEndoVis VQA In-template 18 (val)adversarial safety securityllm chat instruction25Apr 24, 2026
End-to-end Question AnsweringFinSlidesnlpretrieval search rag25Apr 24, 2026
End-to-end Question AnsweringTechSlidesnlpretrieval search rag25Apr 24, 2026
Single-target AI-generated Text DetectionM4nlp25Jun 11, 2026
Graph Reconstruction AttackPROTEINSgraphadversarial safety security25Apr 24, 2026
Graph Reconstruction Attackogbn-arXivgraphadversarial safety security25Jun 9, 2026
Graph Reconstruction AttackCoragraphadversarial safety security25Jun 9, 2026
Graph ReconstructionBlogCataloggraph25Apr 24, 2026
Sequential RecommendationKuaiVideotabular time series25May 25, 2026
Image ClassificationCIFAR-10 (train)computer vision25Jun 2, 2026
Task-Incremental LearningCIFAR-10 Seqtabular time series25Apr 23, 2026
Task-Incremental LearningSeq-Tiny-ImageNettabular time series25Apr 23, 2026
Logic Puzzle SolvingZebraLogicllm chat instruction25Jun 8, 2026
Video ReasoningMMVU Multiple-choice (test)computer vision25May 8, 2026
Mathematical Optimization SolvingComplexORmiscellaneous25Jun 26, 2026
Mathematical Optimization SolvingIndORmiscellaneous25Apr 23, 2026
Multivariate Time Series ClassificationSelfRegulationSCP1 UEA-MTSCA (test)tabular time series25Jul 7, 2026