Model name | Param Size (MB) | Acc (%) | MPre (%) | MRec (%) | MF1 (%) | GM (%) |
ResNet18 | 42.9 | 57.12 | 51.29 | 55.42 | 52.91 | 48.61 |
ResNet34 | 81.5 | 57.98 | 51.85 | 55.72 | 53.22 | 49.02 |
ResNet50 | 90.8 | 60.38 | 54.18 | 57.28 | 55.3 | 51.37 |
ResNet101 | 163.5 | 59.71 | 53.81 | 57.23 | 55.03 | 50.91 |
FPNs | 111 | 60.23 | 53.65 | 56.38 | 54.6 | 50.72 |
WraNet | 7.9 | 57.49 | 51.19 | 51.38 | 51.02 | 47.86 |
WraNet-m | - | 64.10 | 56.75 | 61.82 | 58.65 | 53.81 |