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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 2249 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Code GenerationMBPPcode developer ai16Feb 26, 2026
Mathematical problem solvingMATH 519 problems (test)nlpagents tool use16Feb 26, 2026
Prompt InjectionMMLU random topologyadversarial safety security16May 19, 2026
Tool Attack DefenseInjecAgent random topology (test)agents tool useadversarial safety security16Feb 26, 2026
Prompt Injection DefenseCSQAadversarial safety security16Feb 26, 2026
Prompt Injection DefensePI (CSQA) random topologyadversarial safety security16Feb 26, 2026
Prompt Injection DefenseGSM8K PI (Prompt Injection) (test)adversarial safety security16Feb 26, 2026
indirect reciprocity gamefinite-horizon indirect reciprocity gamemiscellaneous16Feb 26, 2026
Spatial PredictionSRTM N43W080 (test)tabular time series16Feb 26, 2026
Spatial PredictionSRTM N37W120 (test)tabular time series16Feb 26, 2026
Spatial PredictionSRTM N39W106 (test)tabular time series16Feb 26, 2026
Class-Incremental LearningImageNet-R N = 10computer visiontabular time series16Mar 13, 2026
Natural Language UnderstandingGLUE standard (test val)nlp16May 15, 2026
Natural Language UnderstandingGLUE RoBERTa-base (val)nlp16Feb 26, 2026
Natural Language UnderstandingGLUEnlp16Feb 26, 2026
Disposition after emergency department visit (ED dispo)MC-MEDbio medicalnlp16Feb 26, 2026
Offline Reinforcement LearningAnt kinematic shiftsrobotics embodied ai16Feb 26, 2026
Offline Reinforcement LearningWalker2d kinematic shiftsrobotics embodied ai16Feb 26, 2026
Offline Reinforcement LearningHopper kinematic shiftsrobotics embodied ai16Feb 26, 2026
Offline Reinforcement LearningHalfCheetah kinematic shiftsrobotics embodied ai16Feb 26, 2026
Membership InferenceVideo modalityadversarial safety security16Feb 26, 2026
RegressionTrivariate-2 synthetic (test)tabular time series16Feb 26, 2026
RegressionTrivariate-1 synthetic (test)tabular time series16Feb 26, 2026
RegressionBivariate synthetic (test)tabular time series16Feb 26, 2026
RegressionUnivariate synthetic (test)tabular time series16Feb 26, 2026