Table 3.
Ablation study results.
| Method | DINOV2 | Feature matching | Layer weight | Channel weight | AUC | |
|---|---|---|---|---|---|---|
| Train | Test | |||||
| Baseline ResNet18 | × | × | × | × | 0.759 | 0.709 |
| Fixed Feature Matching | √ | √ | × | × | 0.786 | 0.715 |
| Only Layer Weight | √ | √ | √ | × | 0.802 | 0.740 |
| Only Channel Weight | √ | √ | × | √ | 0.812 | 0.742 |
| RTLM | √ | √ | √ | √ | 0.894 | 0.848 |