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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 1239 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Language ModelingWikiText and LAMBADA (test)nlp24Apr 14, 2026
Time-Series Anomaly DetectionMSL (test)tabular time series24Feb 26, 2026
Time-Series Anomaly DetectionPSMtabular time series24Feb 26, 2026
OOD detectionPubMedcomputer visiontabular time series24May 14, 2026
Mathematical ReasoningOlympiadBenchllm chat instructionnlp24Apr 14, 2026
Time Series ForecastingECLtabular time series24May 7, 2026
Code GenerationLiveCodeBench (LCB)code developer ai24May 21, 2026
Goal-directed molecular optimizationPMObio medical24May 7, 2026
General ReasoningGeneral-R MMLU-stem, ARC-challenge (test)llm chat instructionnlp24Feb 26, 2026
General Mathematics ReasoningMath-G College-math, Math-OAI, Minerva-math (test)llm chat instructionnlp24Feb 26, 2026
Competition Mathematics ReasoningMath-C AIME24, AMC23, Olympiadbench (test)miscellaneous24Feb 26, 2026
Document Question AnsweringM3DocVQAnlpcomputer vision24May 29, 2026
Early Fake News DetectionGossipCop-Pnlpadversarial safety security24Feb 26, 2026
Early Fake News DetectionPolitiFact-Pnlpadversarial safety security24Feb 26, 2026
RecommendationElectronictabular time series24Feb 26, 2026
RecommendationHealthtabular time series24Feb 26, 2026
RecommendationKuaishou industrial-scaletabular time series24Feb 26, 2026
Sequential RecommendationToys (Overall)tabular time series24Feb 26, 2026
Sequential RecommendationDouyintabular time series24Feb 26, 2026
Sequential RecommendationAmazon Toytabular time series24Apr 30, 2026
Downstream retrievalRAR-Bretrieval search rag24Feb 26, 2026
Downstream retrievalIMPLIRETretrieval search rag24Feb 26, 2026
Downstream retrievalBRIGHTretrieval search rag24Feb 26, 2026
Generative RecommendationYelp (test)nlp24Jun 2, 2026
Software Task CompletionWord/Excel Tasks User Study 1.0 (test)code developer ai24Feb 26, 2026