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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 1373 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Instruction FollowingAlpaca Financellm chat instruction22Mar 16, 2026
Code SearchCode-Searchcode developer airetrieval search rag22Mar 16, 2026
Text-to-SQLSpidernlpcode developer ai22Mar 16, 2026
Multi-hop reasoningHotpotQAnlpllm chat instruction22Jun 2, 2026
Mislabel DetectionCIFAR-100 50% symmetric noise (test)computer vision22Mar 16, 2026
Disentanglement3DShapescomputer visionbio medical+122Mar 20, 2026
Healthcare DiagnosticsHealthcare Diagnostic Tasksbio medical22Mar 13, 2026
Organ SegmentationPET imagescomputer vision22Mar 13, 2026
Adversarial AttackSST-2adversarial safety securitycomputer vision22Mar 12, 2026
Adversarial AttackAmazonadversarial safety securitycomputer vision22Mar 12, 2026
Adversarial AttackMRadversarial safety securitycomputer vision22May 26, 2026
Adversarial AttackYahooadversarial safety securitycomputer vision22Mar 12, 2026
Adversarial Robustness against Indirect Prompt InjectionAgentDojo Average across attacksadversarial safety security22Mar 12, 2026
Adversarial Robustness against Indirect Prompt InjectionAgentDojo ToolKnowledgeadversarial safety security22Mar 12, 2026
Adversarial Robustness against Indirect Prompt InjectionAgentDojo ImportantMsgsadversarial safety security22Mar 12, 2026
Adversarial Robustness against Indirect Prompt InjectionAgentDojo Combinedadversarial safety security22Mar 12, 2026
Adversarial Robustness against Indirect Prompt InjectionAgentDojo IgnorePreviousadversarial safety security22Mar 12, 2026
LLM Agent Task CompletionAgentDojo No Attackagents tool usellm chat instruction22Mar 12, 2026
Multi-talker Automatic Speech RecognitionLibri2Mix Noisy (Eval)speech audio22Mar 31, 2026
Confidence Calibrationclevelandtabular time series22Mar 12, 2026
Confidence Calibrationbalance-scaletabular time series22Mar 12, 2026
Classificationclevelandcomputer visionnlp+322Mar 12, 2026
JailbreakingUnsafe Promptsadversarial safety securityllm chat instruction22Mar 12, 2026
Image ClassificationCIFAR100computer vision22Mar 12, 2026
Image ClassificationFGVC-Aircraft few-shotcomputer vision22Mar 12, 2026