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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 1158 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Future edge predictionENRON DyGLib (inductive)graph24Jul 7, 2026
Future edge predictionMOOC DyGLib (inductive)graph24Jul 7, 2026
Multi-task Language Model EvaluationTÜLU Evaluation Suite (MMLU, TQA, PopQA, BBH, DROP, CHE, CHE+, GSM8K, MATH, IFEval) 2/3nlpllm chat instruction24Jul 7, 2026
Hallucination monitoringTreatment domainadversarial safety securitynlp24Jul 7, 2026
Image ClassificationIN-100computer vision24Jul 3, 2026
Image ClassificationPAINTcomputer vision24Jul 3, 2026
Image ClassificationDisentanglingcomputer vision24Jul 3, 2026
Image ClassificationRTA-100computer vision24Jul 3, 2026
Static Skill Scanner EvasionSkill Scanners Evaluation Suiteadversarial safety security24Jul 3, 2026
Image GenerationMNISTimage generation editing24Jul 3, 2026
One-dimensional diffusion samplingOne-dimensional experimentmiscellaneous24Jul 3, 2026
Circuit discoveryInductionmiscellaneous24Jul 3, 2026
Circuit discoveryPrevious-tokenmiscellaneous24Jul 3, 2026
Circuit discoveryDuplicate-tokenmiscellaneous24Jul 3, 2026
Speaker VerificationVoxCeleb1-50speech audio24Jul 3, 2026
Speaker VerificationAISHELL3 50speech audio24Jul 3, 2026
Speech Emotion RecognitionESD ENspeech audio24Jul 3, 2026
Speech Emotion RecognitionESD CNspeech audio24Jul 3, 2026
Zero-shot EvaluationMMLU, GSM, M500 (test)nlpllm chat instruction24Jul 3, 2026
Text ReasoningIn-domain (test)llm chat instruction24Jul 3, 2026
Articulatory-to-Acoustic InversionEMA seen speakers (test)speech audio24Jul 3, 2026
Articulatory-to-Acoustic Inversion (AAI)EMA dataset unseen speakers (test)speech audio24Jul 3, 2026
FilteringLorenz-96 Arctangent Observation Operatortabular time series24Jul 2, 2026
FilteringLorenz-96tabular time series24Jul 2, 2026
Hallucination DetectionHallucination-detection datasetllm chat instructionnlp24Jul 2, 2026