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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 1848 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Uncertainty QuantificationLIBERO Object (test)miscellaneous18Apr 21, 2026
Message ParsingCBRS (bn)nlp18Apr 21, 2026
De novo structural elucidationNPLIB1bio medical18Apr 21, 2026
Multi-turn MLLM Safety EvaluationSTEER Average Multi-turnadversarial safety securityllm chat instruction18Apr 21, 2026
Multi-turn MLLM Safety EvaluationSTEER-DyS Multi-turnadversarial safety securityllm chat instruction18Apr 21, 2026
Multi-turn MLLM Safety EvaluationSTEER-SPA Multi-turnadversarial safety securityllm chat instruction18Apr 21, 2026
Multi-turn MLLM Safety EvaluationSTEER-VLS Multi-turnadversarial safety securityllm chat instruction18Apr 21, 2026
Multi-turn MLLM Safety EvaluationSTEER-MMSafe Multi-turnadversarial safety securityllm chat instruction18Apr 21, 2026
Multi-turn MLLM Safety EvaluationSTEER-Beaver Multi-turnadversarial safety securityllm chat instruction18Apr 21, 2026
Safety and Helpfulness EvaluationVLSBenchadversarial safety securityllm chat instruction18Apr 21, 2026
Safety and Helpfulness EvaluationMM-Safetyadversarial safety securityllm chat instruction18Apr 21, 2026
Safety and Helpfulness EvaluationBeavertailsadversarial safety securityllm chat instruction18Apr 21, 2026
Bayesian Assessment of SycophancyBASIL User belief setting 1.0 (test)llm chat instruction18Apr 21, 2026
Bayesian Assessment of SycophancyBASIL Third-p. belief setting 1.0 (test)llm chat instruction18Apr 21, 2026
Bayesian Assessment of SycophancyBASIL Abstract setting 1.0 (test)llm chat instruction18Apr 21, 2026
Downstream RAG UtilityFilice et al. Unseen open-endedretrieval search rag18Apr 21, 2026
Downstream RAG UtilityFilice et al. Unseen complexretrieval search rag18Apr 21, 2026
Downstream RAG UtilityFilice (Unseen comparison)retrieval search rag18Apr 21, 2026
Downstream RAG UtilityUnseen multi-aspectretrieval search rag18Apr 21, 2026
Downstream RAG UtilityFilice Balancedretrieval search rag18Apr 21, 2026
Vulnerability Detection Validation16 Open-Source Repositories Rust, Python, PHP, Rubycode developer aiadversarial safety security18Apr 20, 2026
Modality TransferFibroblast cells (test)bio medicalcomputer vision18Apr 20, 2026
Mathematical ReasoningAIME 24llm chat instructionnlp18Apr 20, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp18Apr 20, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp18Apr 20, 2026