Table 2.
The classification results of different baseline methods (%). The values outside and inside the brackets represent the mean value and variance, respectively
| Method | Accuracy (95% CI) |
Precision (95% CI) |
Recall (95% CI) |
F1-score (95% CI) |
Kappa (95% CI) |
AUC (95% CI) |
|---|---|---|---|---|---|---|
| Res-18 |
93.19 (92.41–93.97) |
90.62 (84.54–96.70) |
87.08 (82.99–91.16) |
88.90 (86.71–91.09) |
86.93 (84.63–89.23) |
99.12 (99.12–99.12) |
| Res-34 |
93.01 (92.43–93.59) |
91.60 (89.77–93.43) |
86.19 (81.50–90.88) |
88.76 (86.98–90.54) |
87.20 (86.34–88.06) |
98.98 (98.98–98.98) |
| Res-50 |
92.69 (92.02–93.36) |
90.73 (89.76–91.70) |
87.68 (86.74–88.62) |
89.21 (88.57–89.85) |
87.01 (86.37–87.65) |
98.27 (98.26–98.28) |
| ViT-small |
92.37 (92.31–92.43) |
90.19 (90.05–90.33) |
89.97 (89.72–90.22) |
90.02 (89.94–90.10) |
88.56 (88.39–88.73) |
98.82 (98.82–98.82) |
| RegionViT |
90.25 (90.17–90.33) |
87.69 (87.50–87.88) |
83.38 (82.99–83.77) |
85.48 (85.29–85.67) |
83.51 (83.32–83.70) |
98.04 (97.98–98.09) |
| MaxViT |
94.62 (94.34–94.90) |
94.07 (93.32–94.82) |
90.56 (88.64–92.48) |
92.34 (91.87–92.81) |
91.15 (90.37–91.93) |
99.08 (99.07–99.09) |