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Papers Benchmarks Datasets Tasks

Network Traffic Classification research benchmarks · SOTA2 Research

Network Traffic Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CICIDS i.i.d. settings 2017

99.97Accuracy

18

May 19, 2026

NUDT-Mobile i.i.d. settings

89.06Accuracy

18

May 19, 2026

CipherSpectrum i.i.d. settings

98.92Accuracy

18

May 19, 2026

CICIDS attack behavior shifts unseen domains 2017 (test)

98.63Average Accuracy

9

May 19, 2026

NUDT-Mobile collection device shifts unseen domains (test)

68.43Average Accuracy

9

May 19, 2026

CipherSpectrum encryption scheme shifts unseen domains (test)

70.69Average Accuracy

9

May 19, 2026

67.51Average Accuracy

9

May 19, 2026

Popular datasets

NUDT-Mobile CICIDS CipherSpectrum

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