Robustness Certification on Residual-MHA blocks
41Certification Scorealpha-CROWN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| alpha-CROWNepsilon (ϵ)=0.03, Sec./trial=3.7292026.05 | 41 | -0.455 | |
| Vertex-CROWNepsilon (ϵ)=0.03, Sec./trial=0.0712026.05 | 33.7 | -2.631 | |
| CROWNepsilon (ϵ)=0.03, Sec./trial=0.1772026.05 | 31.3 | -3.901 | |
| Vertex-CROWNepsilon (ϵ)=0.05, Sec./trial=0.0702026.05 | 16.3 | -13.054 | |
| alpha-CROWNepsilon (ϵ)=0.05, Sec./trial=3.6722026.05 | 6.7 | -16.334 | |
| CROWNepsilon (ϵ)=0.05, Sec./trial=0.1692026.05 | 0 | -39.475 |