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Binary Anomaly Detection research benchmarks · SOTA2 Research

Binary Anomaly Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Tor traffic dataset binary perturbation detection (test)

99.65Accuracy

12

May 8, 2026

SmartNet (5-fold stratified cross-validation)

100AUC

4

Jun 1, 2026

eICU (5-fold stratified cross-validation)

0.845AUC

4

Jun 1, 2026

0.918AUROC

3

Feb 26, 2026

Popular datasets

eICU Semi-conductor Tor traffic dataset SmartNet

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