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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 522 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-task Language UnderstandingMMLU Biznlpllm chat instruction41Jun 4, 2026
Single-turn Jailbreak AttackHarmBench single-turnadversarial safety security41Jun 4, 2026
Model Inversion DefenseCelebA 64x64adversarial safety security41Jun 2, 2026
ClusteringCIFAR-10tabular time series41Jun 2, 2026
Hateful Meme DetectionFBHM (test)multimodalnlp41Jun 1, 2026
Mathematical ReasoningAMC23llm chat instructionnlp41Jun 16, 2026
Pairwise evaluationBIGGENllm chat instruction41Jun 1, 2026
Language ModelingLAMBADAnlp41May 29, 2026
Response Harmfulness DetectionSafeRLHFadversarial safety security41Jun 1, 2026
Object DetectionOD-LVIScomputer vision41May 27, 2026
Image GenerationImageNet-1K 256x256 (train val)image generation editing41May 27, 2026
Code GenerationHumanEvalcode developer ai41Jul 7, 2026
Physics ReasoningPublic Physics Benchmarks (GPQA, SciBench, PhysReason) (test)miscellaneous41Jul 7, 2026
Task-invariant subspace estimationSimulated data (d=100, s=5)tabular time series41May 14, 2026
Mathematical ReasoningAIME 26llm chat instructionnlp41May 21, 2026
Web Navigation Question AnsweringWebWalkerQAagents tool useretrieval search rag41Jun 11, 2026
Object ProbingPOPE Adversarialcomputer visionmultimodal41Jun 29, 2026
Object ProbingPOPE Randomcomputer visionmultimodal41Jun 29, 2026
Multi-task EvaluationPostTrainBenchmiscellaneous41Jun 2, 2026
Mathematical ReasoningOmni-Mathllm chat instructionnlp41Jun 23, 2026
Image ClassificationEuroSATcomputer vision41Jun 23, 2026
Language ModelingThe Pile (val)nlp41Jun 24, 2026
TreeSHAP ExplanationSynthetic d=10tabular time series41May 8, 2026
3D Object DetectionnuScenes LiDAR Beamsreduce3d vision geometrycomputer vision41Jun 1, 2026
Anomaly DetectionADBench Tabular (aggregated across 47 datasets)tabular time series41Jun 30, 2026