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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 282 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Representational accuracy14 main-study subjects 1.0 (test)miscellaneous60May 29, 2026
Code correctness predictionMultiPL-E Javacode developer ai60May 28, 2026
Predicting code correctnessLiveCodeBench Pythoncode developer aitabular time series60May 28, 2026
Code Correctness PredictionMultiPL-E Javacode developer ai60May 28, 2026
Code correctness predictionLiveCodeBench Pythoncode developer ai60May 28, 2026
Code Correctness PredictionMultiPL-E Javacode developer ai60May 28, 2026
Code Correctness PredictionLiveCodeBench Pythoncode developer ai60May 28, 2026
Code GenerationMBPP Codecode developer ai60May 28, 2026
Mathematical ReasoningAIME24 Mathllm chat instructionnlp60May 28, 2026
Targeted Adversarial AttackPhyDBadversarial safety securitycomputer vision60May 28, 2026
Meningioma grade classificationMEN (test)bio medicalcomputer vision60May 26, 2026
Image ClassificationImageNet-1kcomputer vision60Jul 7, 2026
Question Answering under PIA attackBioadversarial safety securitynlp+160May 22, 2026
Question AnsweringTQAnlp60May 22, 2026
Body Composition SegmentationSAROS held-out (test)computer vision60May 21, 2026
Robotic Task CompletionKinetixrobotics embodied ai60May 20, 2026
Continual UnlearningImageNet-1Kmiscellaneous60May 19, 2026
Mathematical reasoningAIME 2024llm chat instructionnlp60Jun 15, 2026
Feature Importance RankingSimulated binary classification 1.0 (train test)tabular time series60May 15, 2026
Explainable AI AttributionImageNet random subset of 1000 imagescomputer vision60May 15, 2026
Interactive Decision MakingTextcraftrobotics embodied ai60Jun 4, 2026
Chinese character recognition1000 (test)computer vision60May 12, 2026
Safety Alignment Breaking PreventionStrongREJECTadversarial safety securityllm chat instruction60May 12, 2026
Safety Alignment Breaking PreventionHarmBenchadversarial safety securityllm chat instruction60May 12, 2026
Harmful Knowledge EvaluationWMDP eviladversarial safety security60May 12, 2026