Layer identification on CIFAR-10 Tiny10 CNNs n=256
85.3Accuracy (Random Family)S-RAS (full)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| S-RAS (full)K (family dimension)=7682026.05 | 85.3 | 93.8 | |
| S-RAS (full)K (family dimension)=1282026.05 | 76.8 | 81.7 | |
| S-RAS (full)K (family dimension)=642026.05 | 74.3 | 80 | |
| S-RAS (full)K (family dimension)=322026.05 | 71.7 | 78.8 | |
| S-RAS (full)K (family dimension)=162026.05 | 69.6 | 77.2 | |
| pw-AIRMK (family dimension)=162026.05 | 67.4 | 57.1 | |
| pw-AIRMK (family dimension)=322026.05 | 62.9 | 57.5 | |
| S-RAS (shape)K (family dimension)=7682026.05 | 55.7 | 78.1 | |
| S-RAS (shape)K (family dimension)=1282026.05 | 54.2 | 67.4 | |
| S-RAS (shape)K (family dimension)=642026.05 | 54 | 65 | |
| S-RAS (shape)K (family dimension)=322026.05 | 53.1 | 62.8 | |
| S-RAS (shape)K (family dimension)=162026.05 | 49.2 | 57.1 | |
| pw-AIRMK (family dimension)=642026.05 | 46.9 | 56.9 | |
| pw-AIRMK (family dimension)=1282026.05 | 40.4 | 43.1 | |
| pw-AIRMK (family dimension)=1922026.05 | 36.5 | 37.1 | |
| MSA*K (family dimension)=1922026.05 | 15.1 | 15.3 | |
| MSA*K (family dimension)=162026.05 | 12.5 | 12.8 | |
| MSA*K (family dimension)=322026.05 | 12.5 | 12.6 | |
| MSA*K (family dimension)=642026.05 | 12.5 | 13.9 | |
| MSA*K (family dimension)=1282026.05 | 12.5 | 14.4 |