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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 1621 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Counterfactual Explanation Generationbodyfatcomputer visionnlp20May 29, 2026
Counterfactual Explanation Generationblood-transfusioncomputer visionnlp20May 29, 2026
Counterfactual Explanation GenerationautoPricecomputer visionnlp20May 29, 2026
Counterfactual Explanationliver-disorderscomputer visionnlp20May 29, 2026
Attack DetectionSWaT Malicious Controller Output Injection (test)adversarial safety security20Feb 26, 2026
Community DetectionFlickrgraph20Feb 26, 2026
Community DetectionPhotosgraph20Feb 26, 2026
Community DetectionCoragraph20Feb 26, 2026
Red-team QueryHarmQAadversarial safety security20Feb 26, 2026
Harmful QuerySORRYadversarial safety security20Feb 26, 2026
Harmful QueryJailbreakBadversarial safety security20Feb 26, 2026
Harmful QueryHarmBadversarial safety security20Feb 26, 2026
Harmful QueryPKU-Safeadversarial safety security20Feb 26, 2026
Math and ReasoningGSM8Kllm chat instructionnlp20Feb 26, 2026
Global ocean simulationGLORYS12 & ERA5 1.5° spatial resolution 2020 (test)miscellaneous20Feb 26, 2026
Time Series ForecastingTraffic dataset clean (test)tabular time series20Feb 26, 2026
Open-domain Question AnsweringNQ-Opennlpretrieval search rag20Feb 26, 2026
Deterministic forecastingWeather TSFM-Benchtabular time series20Feb 27, 2026
Probabilistic ForecastingETT Avg ProbTStabular time series20Feb 27, 2026
Node ClassificationRoman-Empire originalgraph20Feb 26, 2026
Node ClassificationAmazon-Ratings originalgraph20Feb 26, 2026
Node ClassificationTolokers original (standard)graph20Feb 26, 2026
Univariate ForecastingItalian Dataset Iliad (Operator-wise)tabular time series20Feb 26, 2026
Hurst estimationrHeston (test)tabular time series20Feb 26, 2026
Hurst estimationfOU (test)tabular time series20Feb 26, 2026