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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 1017 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningAMC 23llm chat instructionnlp27Mar 6, 2026
Anomaly DetectionMSLtabular time series27Jun 2, 2026
Image ClassificationCIFAR-10computer vision27Feb 26, 2026
Machine UnlearningCIFAR-10 Random Forget (50%)adversarial safety security27Jun 2, 2026
Long-context understandingRULER 128Kllm chat instructionnlp27May 19, 2026
Language ModelingC4 Qwen2.5 (val)nlp27Feb 26, 2026
ClassificationAdultcomputer visionnlp+327Mar 27, 2026
Agent Task CompletionToolSandbox (test)agents tool use27Feb 26, 2026
Agent Task Completionτ2-BENCH (test)agents tool use27Feb 26, 2026
Agent Task Completionτ-BENCH (test)agents tool use27Feb 26, 2026
Treatment Effect EstimationIHDPbio medicaltabular time series27Apr 7, 2026
Trust PredictionEpinions 1.0 (unobserved users)graph27Feb 26, 2026
Trust PredictionEpinions 1.0 (observed users)graph27Feb 26, 2026
Six-class classification of EEG eventsTUEVbio medicaltabular time series27May 1, 2026
Confidence CalibrationSimpleQAtabular time series27Feb 26, 2026
Jailbreaking AttackAdvBenchadversarial safety security27Mar 4, 2026
Code GenerationMBPPcode developer ai27Mar 17, 2026
Time Series ForecastingWTHtabular time series27Feb 26, 2026
Time Series ForecastingETTm1tabular time series27Feb 26, 2026
Node ClassificationCoragraph27Mar 5, 2026
Time Series ForecastingETTh1 (test)tabular time series27May 19, 2026
Backdoor DefenseGTSRB 1% poison rate (test)adversarial safety security27Feb 26, 2026
ClusteringACtabular time series27Mar 6, 2026
Question AnsweringGPQA Diamondnlp27Feb 26, 2026
Math problem solvingGSM8Kllm chat instructionnlp27Feb 26, 2026