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Evasion attack verification research benchmarks · SOTA2 Research

Evasion attack verification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

webspam 10,000 examples (test)

12.2Speedup

8

Feb 26, 2026

vehicle 10,000 examples (test)

19.9Speedup

8

Feb 26, 2026

sensorless 10,000 examples (test)

5.4Speedup

8

Feb 26, 2026

roadsafety 10,000 examples (test)

35.9Speedup

8

Feb 26, 2026

prostate 10,000 examples (test)

25.2Speedup

8

Feb 26, 2026

mnist 10,000 examples (test)

9.8Speedup

8

Feb 26, 2026

miniboone 10,000 examples (test)

19.2Speedup

8

Feb 26, 2026

higgs 10,000 examples (test)

13.7Speedup

8

Feb 26, 2026

7.6Speedup

8

Feb 26, 2026

covtype 10,000 examples (test)

25.4Speedup

8

Feb 26, 2026

Popular datasets

Prostate MNIST MINIBOONE fMNIST webspam

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