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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 875 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Attribute InferenceReal-world Reddit-derived dataset 1.0 (test)adversarial safety security30Feb 26, 2026
Language ModelingWikiText v1 (test)nlp30Apr 27, 2026
Zero-shot ClassificationHellaSwag, PIQA, COPA, ARC-C, ARC-E, WinoGrandenlpcomputer vision30Feb 26, 2026
Language ModelingWikiText2, PTB3, WikiText103nlp30Feb 26, 2026
Spoken Language ModelingEnglish Spoken Language Modeling sWUGGY, sBLIMP, tSC (test)speech audionlp30Feb 26, 2026
Comprehensive Chinese EvaluationC-Evalnlp30Jun 30, 2026
Linguistic Implicatures DecodingOpen PL LLM Leaderboard Implicatures component base modelsnlp30Feb 26, 2026
Sentiment TransferYELP (test)nlp30Feb 26, 2026
Long-term Memory EvaluationLongMemEval S (test)llm chat instruction30May 6, 2026
Mathematical ReasoningMATH500llm chat instructionnlp30Feb 26, 2026
Fine-grained Hallucination DetectionInFi-Check-FG (test)nlp30Feb 26, 2026
Question AnsweringARCnlp30Feb 26, 2026
Machine Translation Meta-evaluationMENT EN-ZHnlp30Feb 26, 2026
Machine Translation Meta-evaluationMENT ZH-ENnlp30Feb 26, 2026
Multiple Choice Question AnsweringOpenBookQAnlp30Jun 29, 2026
Node ClassificationSportsgraph30Feb 26, 2026
Agentic Tool-usetau2-bench Airlineagents tool use30May 25, 2026
Agentic Tool-usetau2-bench Retailagents tool use30May 25, 2026
Perturbed Policy RefusalGeneral Data Protection Regulation (GDPR)adversarial safety security30Feb 26, 2026
Policy Perturbation DetectionGeneral Data Protection Regulation (GDPR)adversarial safety securitybio medical+130Feb 26, 2026
Perturbed Policy RefusalHealth Insurance Portability and Accountability Act (HIPAA)adversarial safety security30Feb 26, 2026
Policy Perturbation DetectionHealth Insurance Portability and Accountability Act (HIPAA)adversarial safety securitybio medical+130Feb 26, 2026
Question AnsweringAll QA Datasets Averagenlp30Apr 28, 2026
Machine Translation (xx -> zh)FLORES+ latest (test)nlp30Feb 26, 2026
Generative PerformanceHH Golden 42.5k (test)llm chat instruction30Feb 26, 2026