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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 735 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Offline Reinforcement LearningMaze2D largerobotics embodied ai33Feb 26, 2026
Jailbreak AttackHarmfulQAadversarial safety security33Feb 26, 2026
Over-refusal rate analysisOR-Benchllm chat instructionadversarial safety security33Apr 21, 2026
Attribute InferenceSynthetic Datasetadversarial safety security33Feb 26, 2026
Text ClassificationYahoonlp33Mar 24, 2026
Hallucination detectionDolly AC (test)llm chat instructionnlp33Feb 26, 2026
Multi-hop QA Retrieval2WikiMultihopQA (test)retrieval search ragnlp33May 22, 2026
Text GenerationText Generationnlp33Feb 26, 2026
Competitive ProgrammingLiveCodeBench Pro 25Q2code developer ai33Mar 20, 2026
Competitive ProgrammingLiveCodeBench Pro 25Q1code developer ai33Mar 20, 2026
General Utility EvaluationMT_Benchllm chat instruction33Jun 1, 2026
PlanningPDDLrobotics embodied ai33Jun 4, 2026
Multilingual Text EmbeddingMTEB Multilingualnlpretrieval search rag33Jun 25, 2026
Personalized Dialogue Response GenerationPersonaMem 1.0llm chat instructionnlp33Feb 26, 2026
Tabular Question AnsweringReasonTabQA 1.0 (Overall)tabular time seriesnlp33Feb 26, 2026
Sequential Knowledge EditingZsRE sequential editing 10,000 Samplesnlp33Feb 26, 2026
Sequential Knowledge EditingCounterFact sequential editing 10,000 Samplesnlp33Feb 26, 2026
Membership Inference AttackWikiMIA-25adversarial safety security33Feb 26, 2026
Long-context Question AnsweringLongBench V2llm chat instructionnlp33May 8, 2026
Code GenerationMBPP+code developer ai33Jun 9, 2026
Single-hop Question AnsweringNatural Questions (NQ) (test)nlpretrieval search rag33Mar 5, 2026
Machine TranslationTatoeba it->ennlp33Feb 26, 2026
Machine TranslationTatoeba en->itnlp33Feb 26, 2026
Safety Dialogue EvaluationSafeDialBenchllm chat instructionadversarial safety security33Feb 26, 2026
Mathematical ReasoningGSM8K Varllm chat instructionnlp33Feb 26, 2026