Table 6 5-Fold CV Results of DINOv2 and HistoDARE Models.
From: A histopathology aware DINO model with attention based representation enhancement
Fold | DINOv2 (%) | HistoDARE (%) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
Acc | Prec | Rec | F1 | Spec | Acc | Prec | Rec | F1 | Spec | |
1 | 97.74 | 97.74 | 97.72 | 97.73 | 99.72 | 97.80 | 97.79 | 97.78 | 97.78 | 99.94 |
2 | 97.96 | 97.99 | 97.93 | 97.96 | 99.74 | 97.97 | 97.99 | 97.95 | 97.97 | 99.99 |
3 | 98.09 | 98.10 | 98.04 | 98.07 | 99.76 | 98.20 | 98.21 | 98.16 | 98.18 | 99.95 |
4 | 97.98 | 97.99 | 97.98 | 97.98 | 99.75 | 98.20 | 98.20 | 98.22 | 98.21 | 99.95 |
5 | 97.89 | 97.88 | 97.90 | 97.89 | 99.74 | 97.98 | 97.96 | 97.99 | 97.97 | 99.94 |
Mean | 97.93 | 97.94 | 97.91 | 97.93 | 99.74 | 98.03 | 98.03 | 98.02 | 98.02 | 99.95 |
