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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 1492 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Long-context language understandingRULER 16k context lengthllm chat instructionnlp21May 13, 2026
General ReasoningHLEllm chat instructionnlp21Feb 26, 2026
Multilingual Language UnderstandingMMMLU (Massive Multilingual Language Understanding)nlp21Feb 26, 2026
Question AnsweringAverage (SQuAD, NewsQA, TriviaQA, NQ, HotpotQA)nlp21Feb 26, 2026
Question AnsweringHotpotQAnlp21Feb 26, 2026
Question AnsweringNQnlp21Feb 26, 2026
Question AnsweringTriviaQAnlp21Feb 26, 2026
Question AnsweringSQuADnlp21Feb 26, 2026
Zero-shot reasoningbenchmark datasets (PIQA, HeSw, ARC-e, ARC-c, OBQA, Race, WSC273, LAMBADA, MMLU) Zero-shotllm chat instructionnlp21Feb 26, 2026
SOP UnderstandingSOPBench (test)nlp21Feb 26, 2026
Clinical Text-to-SQLEpiAskKB 2025 (test)bio medicalnlp21Feb 26, 2026
Mathematical ReasoningBeyond AIMEllm chat instructionnlp21Feb 26, 2026
Unsafe content detectionLlavaGuardadversarial safety security21Jul 2, 2026
Offline Bin Packing ProblemOffline BPPmiscellaneous21Feb 26, 2026
Capacitated Vehicle Routing ProblemCVRPmiscellaneous21Feb 26, 2026
Traveling Salesman ProblemTSPmiscellaneous21Feb 26, 2026
Time Series ForecastingETTh2 -> ETTm1 (test)tabular time series21Apr 15, 2026
Robotic Arm ManipulationMetaWorld Very Hardrobotics embodied ai21May 13, 2026
Medical Question AnsweringMedXpert (test)bio medicalnlp21Jun 26, 2026
Multi-dimensional Knapsack ProblemMKP N=100, m=5miscellaneous21Feb 26, 2026
Content ModerationAegis 2.0nlpcomputer vision+121Apr 7, 2026
Chemical Reaction PredictionUSPTO50kbio medical21Mar 4, 2026
Scientific and General ReasoningGPQA Diamondllm chat instructionnlp21Feb 26, 2026
Scientific and General ReasoningMMLU Prollm chat instructionnlp21Feb 26, 2026
ReasoningGSM8kllm chat instructionnlp21Feb 26, 2026