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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 1635 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Planning-style reasoningACP prog-genagents tool usellm chat instruction20Feb 26, 2026
Text-Centric Vision-Language UnderstandingOCR Benchcomputer visionnlp+120Feb 27, 2026
Logical ReasoningDeduction (test)nlp20Feb 26, 2026
ReasoningGeneral-domain reasoning benchmarks MATH, SuperGPQA, BBEH, MMLU-Prollm chat instructionnlp20Feb 26, 2026
Mathematical ReasoningMath-domain reasoning benchmarks (MATH-500, Olympiad, Minerva, GSM8K, AMC, AIME24) (test)llm chat instructionnlp20Feb 26, 2026
ReasoningBig-bench Hard (BBH)llm chat instructionnlp20Feb 26, 2026
Visual Instruction FollowingFronTalk Single-Turn 1.0 (test)multimodalllm chat instruction20Feb 26, 2026
Throughput MeasurementLLaMA-2 13Bmiscellaneous20Feb 26, 2026
Temporal ReasoningTempReason-L3 in-domain (test)nlp20Feb 26, 2026
Temporal ReasoningTempReason-L2 in-domain (test)nlp20Feb 26, 2026
Mathematical ReasoningHMMT25llm chat instructionnlp20Feb 26, 2026
General Large Language Model EvaluationCore Capabilities Aggregatellm chat instruction20Feb 26, 2026
Code TranslationCode Translation datasetcode developer ainlp20Feb 26, 2026
Code GenerationMBPPcode developer ai20Feb 26, 2026
Chain-of-Thought ReasoningCoT-Collectionllm chat instructionnlp20Feb 26, 2026
Question AnsweringOpenBookQAnlp20Feb 26, 2026
Mathematical ReasoningOpenR1 Math 220kllm chat instructionnlp20Feb 26, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp20Feb 26, 2026
Conversational AbilityAlpaca (test)llm chat instruction20Feb 26, 2026
Mathematical ReasoningMATH (test)llm chat instructionnlp20Feb 26, 2026
Conversational AbilityVicuna Eval (test)llm chat instruction20Feb 26, 2026
Information-SeekingBrowseComp standard (full)retrieval search rag20Feb 26, 2026
Audio UnderstandingMMAR (test)speech audio20Feb 26, 2026
MathematicsAIME 25nlp20May 28, 2026
MathematicsAIME 24nlp20May 28, 2026