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. 2026 Jul 20;16:1844810. doi: 10.3389/fonc.2026.1844810

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