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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 1393 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Binary Graph ClassificationBBBP (test)graph22Feb 26, 2026
Machine TranslationWMT En-De 14nlp22Apr 8, 2026
Machine TranslationIWSLT En-De 14nlp22Apr 8, 2026
LLM-judge evaluationAXBENCHllm chat instruction22Feb 26, 2026
LLM-judge preference scoringPowerSeekingllm chat instructionadversarial safety security22Feb 26, 2026
ClassificationPsychopathycomputer visionnlp+322Feb 26, 2026
Language UnderstandingAggregate ARC-C, MMLU, HellaSwag, TruthfulQA (test)nlp22Feb 26, 2026
Question AnsweringHotpotQA (test)nlp22Feb 26, 2026
Multi-hop Question AnsweringMuSiQue Fullnlpretrieval search rag22Feb 26, 2026
Multi-hop Question AnsweringHotpotQA Fullnlpretrieval search rag22Feb 26, 2026
Multi-hop Question Answering2WikiMultiHopQA Fullnlpretrieval search rag22Feb 26, 2026
ReasoningAIME24llm chat instructionnlp22Feb 26, 2026
Mathematical ReasoningDeepMind-Mathematicsllm chat instructionnlp22Feb 26, 2026
Long-context language understandingRULER 64k context lengthllm chat instructionnlp22May 28, 2026
MemoryBench TaskMemoryBench Long-Input-Short-Outputllm chat instruction22Feb 26, 2026
ReasoningAverage (MATH500, AIME24, AIME25, GPQA_diamond)llm chat instructionnlp22May 12, 2026
Machine-Generated Text DetectionReuters (test)nlp22Feb 26, 2026
Language ModelingLambada (OpenAI split)nlp22Apr 21, 2026
Computer Vision EvaluationCV-Benchcomputer vision3d vision geometry22Feb 26, 2026
Mathematical ReasoningMathematical Reasoning In-Distribution various (test)llm chat instructionnlp22Jun 11, 2026
Code vulnerability detectionDevign 8 (test)code developer aiadversarial safety security22Feb 26, 2026
Health ReasoningLifeAgentBenchbio medicalllm chat instruction22Feb 26, 2026
Mixed-Integer Linear Programming solvingCapacitated Facility Location 200x100 (Medium)miscellaneous22Apr 2, 2026
Information RetrievalFIQAretrieval search rag22Mar 4, 2026
Cross-modal hallucination evaluationAVHBenchmultimodal22Mar 4, 2026