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Benchmarks

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

309,131 benchmarksPage 2135 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Tabular Data Analysis8 Tabular Datasets Overalltabular time series16Jun 8, 2026
Classification4 Tabular Classification Datasets (Event user-repeat, Beer user-active, Trial study-out, Avito user-click)computer visionnlp+316Jun 8, 2026
Model StealingACMadversarial safety security16Jun 8, 2026
General ReasoningAggregate AIME, MedQA, MBPP+, GPQAllm chat instructionnlp16Jun 5, 2026
Inventory ManagementPoisson distribution demand lambda = 0.5tabular time series16Jun 5, 2026
Inventory ManagementSeasonal distribution demand A = 0.9, epsilon = 9tabular time series16Jun 5, 2026
Inventory ManagementGamma distribution demand CV_gamma = 0.71tabular time series16Jun 5, 2026
Inventory ManagementNormal distribution demand CV_nor = 0.3tabular time series16Jun 5, 2026
Agent Task Performanceτ2-Benchagents tool use16Jun 5, 2026
Memory-Augmented Agent EvaluationMemoryAgentBenchagents tool usellm chat instruction16Jun 5, 2026
Long-horizon Question AnsweringLongMemEval-RRllm chat instructionnlp16Jun 5, 2026
Question AnsweringCSQAnlp16Jun 5, 2026
Natural Language InferenceMSciNLInlp16Jun 5, 2026
ClassificationMSciNLI, MNLI, PPDB, Yahoo, HellaSwag, CSQA, AQUA Averagecomputer visionnlp+316Jun 5, 2026
ClassificationAQUAcomputer visionnlp+316Jun 5, 2026
ClassificationCSQAcomputer visionnlp+316Jun 5, 2026
ClassificationHellaSwagcomputer visionnlp+316Jun 5, 2026
ClassificationPPDBcomputer visionnlp+316Jun 5, 2026
ClassificationMNLIcomputer visionnlp+316Jun 5, 2026
ClassificationMSciNLIcomputer visionnlp+316Jun 5, 2026
Audio-Visual Speech RecognitionLRS3 Noisy w.r.t Missing Modality 0.3 Masking Ratio (test)speech audiomultimodal+116Jun 5, 2026
Audio-Visual Speech RecognitionLRS3 Noisy w.r.t Missing Modality 0.1 Masking Ratio (test)speech audiomultimodal+116Jun 5, 2026
Audio-Visual Speech RecognitionLRS3 Noisy w.r.t Viewpoint 15° Offset (test)speech audiomultimodal+116Jun 5, 2026
Audio-Visual Speech RecognitionLRS3 Noisy w.r.t Viewpoint 5° Offset (test)speech audiomultimodal+116Jun 5, 2026
Text-to-Image GenerationPartiPromptimage generation editing16Jun 5, 2026