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DGA Detection research benchmarks · SOTA2 Research

DGA Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DGA 2025 (test)

7.104FPR

12

May 12, 2026

DGA 2024 (test)

6.513FPR

12

May 12, 2026

DGA 2023 (test)

2.752FPR

12

May 12, 2026

DGA 2022 (test)

2.319False Positive Rate (FPR)

12

May 12, 2026

DGA 2021 (test)

0.021False Positive Rate

12

May 12, 2026

DGA 2020 (test)

2.277FPR

12

May 12, 2026

2020–2025 (test)

95.276Accuracy

12

May 12, 2026

DGA Unseen-Families 2020–2025 (test)

14.391FNR

4

May 12, 2026

Popular datasets

DGA 2020–2025

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