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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 911 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Commonsense Question AnsweringARC-Enlp29May 14, 2026
LLM-as-a-JudgeJudgeBenchllm chat instruction29Mar 24, 2026
Logical ReasoningBBH (test)nlp29Apr 23, 2026
Sentiment AnalysisSentimentnlp29Feb 26, 2026
Multiple ChoiceReCoRDnlp29Feb 26, 2026
Code GenerationHumanEvalcode developer ai29Feb 26, 2026
Question AnsweringNQ (Natural Questions) in-domain (test)nlp29Jun 4, 2026
Aspect Sentiment Triplet Extractionlap14nlp29Apr 16, 2026
Document RetrievalLongEmbed 6retrieval search rag29Feb 26, 2026
Conversational Query RetrievalQReCCretrieval search ragnlp29Apr 28, 2026
Math ReasoningMultiArithllm chat instructionnlp29Jun 30, 2026
Terminal Agentic Trajectory GenerationTerminalBench 2.0agents tool userobotics embodied ai29Feb 26, 2026
Prompt ClassificationSEA-SafeguardBenchadversarial safety securityllm chat instruction29Feb 26, 2026
Machine UnlearningWMDP Cyber (test)adversarial safety security29Apr 28, 2026
Embodied Task ExecutionALFWorldrobotics embodied ai29May 12, 2026
Video UnderstandingVideo-MMMUcomputer vision29Jun 11, 2026
Joke generationJokellm chat instructionnlp29Mar 20, 2026
Multiple-choice reading comprehensionViMMRC 2.0nlp29Mar 24, 2026
Math ReasoningAMC 2023llm chat instructionnlp29May 28, 2026
ReasoningOut-of-Domain Reasoning Suitellm chat instructionnlp29Feb 26, 2026
Mathematical ReasoningAIME25llm chat instructionnlp29Feb 26, 2026
Mathematical ReasoningAMC23llm chat instructionnlp29Feb 26, 2026
Deep Research TaskBrowseCompretrieval search rag29Feb 26, 2026
Tool RetrievalToolBench In-domain I1agents tool useretrieval search rag29Feb 26, 2026
Science Question AnsweringGPQA (test)nlpbio medical29Jun 4, 2026