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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 1237 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Time Series ForecastingETTh2 v1 (test)tabular time series24Feb 26, 2026
Node classificationPubmed 20% Uniform Noise (test)graph24Feb 26, 2026
Node ClassificationPubmed 20% pair noise (test)graph24Feb 26, 2026
Membership InferencePile CC Pythia (train)adversarial safety security24Feb 26, 2026
Reinforcement LearningSwimmerrobotics embodied aiReinforcement Learning on Swimmer performance trend24May 12, 2026
Mathematical ReasoningAMO-Benchllm chat instructionnlp24Jun 9, 2026
Anomaly DetectionWeibotabular time series24May 27, 2026
Vehicle Routing Problem with Time WindowsVRPTW 100 customersmiscellaneous24Mar 4, 2026
Image ClassificationCountry211computer vision24Apr 24, 2026
Knowledge EditingMMEdit E-IC 1.0 (test)nlpllm chat instruction24Feb 26, 2026
Knowledge EditingE-VQA MMEdit 1.0 (test)nlpllm chat instruction24Feb 26, 2026
ClusteringIristabular time series24Feb 26, 2026
Tool Use ReasoningTool useagents tool use24May 28, 2026
Scientific ReasoningBiologynlp24Jun 30, 2026
Operations Research ReasoningOR-BIAS-BENCH OODmiscellaneous24Feb 26, 2026
Operations Research ReasoningOR-BIAS-BENCH IDmiscellaneous24Feb 26, 2026
Multi-task Language UnderstandingMMLU-Pronlpllm chat instruction24Feb 26, 2026
General Science Question AnsweringGPQAnlp24Feb 26, 2026
Mathematical ReasoningAIME25llm chat instructionnlp24Feb 26, 2026
Mathematical ReasoningAIME24llm chat instructionnlp24Feb 26, 2026
Mathematical ReasoningAMCllm chat instructionnlp24Feb 26, 2026
Mathematical ReasoningMATH500llm chat instructionnlp24Feb 26, 2026
Science Question AnsweringGPQAnlpbio medical24Feb 26, 2026
Mathematical ReasoningAIME24llm chat instructionnlp24Feb 26, 2026
Mathematical ReasoningAMCllm chat instructionnlp24Feb 26, 2026