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Adversarial Transfer Attack research benchmarks · SOTA2 Research

Adversarial Transfer Attack

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

-146Degradation % (MSE)

45

Feb 26, 2026

-0.13MSE Degradation (%)

45

Feb 26, 2026

0.003MSE Degradation (%)

45

Feb 26, 2026

Adversarially trained CNNs Target Models (test)

41.3Avg Attack Success Rate

20

Feb 26, 2026

CNNs Target Models (test)

68.9Attack Success Rate (Avg)

20

Feb 26, 2026

ViTs Target Models (test)

0.888Avg Attack Success Rate

20

Feb 26, 2026

75.34ASR (%)

12

Jun 30, 2026

Popular datasets

IEMOCAP ECL Traffic ETT ViTs

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