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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 538 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Sycophancy MitigationHeld-outllm chat instructionadversarial safety security40Jun 5, 2026
Sycophancy MitigationMMLU on-the-flyllm chat instructionadversarial safety security40Jun 5, 2026
Deepfake detectionDeepfakeTIMIT Dataset2 (K-Fold Cross Validation)computer visionadversarial safety security40Jun 5, 2026
Image DeblurringStandard Images Average blur kernel (test)computer vision40Jun 5, 2026
Image DeblurringStandard Test Images Gaussian blur kernelcomputer vision40Jun 5, 2026
Adversarial RobustnessCIFAR-10adversarial safety securitycomputer vision40Jun 4, 2026
Text-guided image editingPIE-Benchimage generation editingmultimodal40Jun 17, 2026
Strategy GamesLICHESSmiscellaneous40Jun 2, 2026
Code GenerationCodeProjectEval (Per-project)code developer ai40Jun 2, 2026
Trajectory PredictionSHRP2robotics embodied aitabular time series40Jun 2, 2026
Trajectory PredictionhighDrobotics embodied aitabular time series40Jun 2, 2026
Active LearningGCmiscellaneous40Jun 9, 2026
Active LearningACmiscellaneous40Jun 9, 2026
Active LearningIvsJmiscellaneous40Jun 9, 2026
Grammar-Constrained DecodingSMILEScode developer ainlp40Jun 2, 2026
Grammar-Constrained DecodingJSONcode developer ainlp40Jun 2, 2026
Grammar-Constrained DecodingC++code developer ainlp40Jun 2, 2026
RegressionZIP Code weighted avg. 29 tasks (cross-regional)tabular time series40Jun 2, 2026
Capability Self-AssessmentMMLU-Pro Sciencellm chat instruction40Jun 2, 2026
Capability Self-AssessmentMathllm chat instruction40Jun 2, 2026
RetrievalVictorian Crime Diaries (VCD)retrieval search rag40Jun 2, 2026
Named Entity Recognitionenernlp40Jun 2, 2026
Named Entity Recognitionwnutnlp40Jun 2, 2026
Solving Helmholtz EquationHelmholtz Equationmiscellaneous40May 29, 2026
Solving Nonlinear Burger's EquationNonlinear Burger's equation ζ = 1miscellaneous40May 29, 2026