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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 327 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Code correctness classificationLiveSQLBench SQLitecode developer ai55May 28, 2026
AI-generated text detectionREAD (test)nlp55May 26, 2026
Mathematical ReasoningMATHllm chat instructionnlp55Jul 7, 2026
Theory of MindToMinlp55May 28, 2026
Question AnsweringEight QA datasets Averagenlp55May 19, 2026
Mathematical ReasoningMathVistallm chat instructionnlpMathematical Reasoning on MathVista (Metric: MathVista) performance trend55May 20, 2026
Information RetrievalCLINC150retrieval search rag55May 13, 2026
Information RetrievalREALSCHOLARretrieval search rag55May 13, 2026
Massive Multitask Language UnderstandingMMLUnlp55Jun 4, 2026
ClassificationElectricity (test)computer visionnlp+355Jun 1, 2026
Adversarial Jailbreak AttackVicuna 13Badversarial safety securityllm chat instruction55May 12, 2026
Text-to-SQLSpider Realisticnlpcode developer ai55Jun 24, 2026
ATE EstimationSynth. datatabular time series55May 7, 2026
Jailbreak Attack Success RateHarmBenchadversarial safety security55Jun 16, 2026
Watermark forensicsWIDERFacecomputer vision55Apr 30, 2026
Image ReconstructionCytoImageNet (test)computer vision55Apr 28, 2026
Question AnsweringNQ, TriviaQA, PopQA, HotpotQA, 2wiki, MuSiQue, Bambooglenlp55Jul 8, 2026
Simulation-based InferenceHierarchical Two Moonstabular time series55Apr 23, 2026
Simulation-based InferenceHierarchical Gaussian Mixturetabular time series55Apr 23, 2026
Simulation-based InferenceHierarchical Gaussian Linear Uniformtabular time series55Apr 23, 2026
Simulation-based InferenceHierarchical Gaussian Lineartabular time series55Apr 23, 2026
Multi-Hop Question AnsweringBambooglenlpretrieval search rag55May 20, 2026
Event PredictionRETWEET (test)nlp55Jun 9, 2026
Event PredictionAMAZON (test)nlp55Jun 9, 2026
Event PredictionSTACKOVERFLOW (test)nlp55Jun 9, 2026