Classification on FAZID
82.57AccuracyBSDA-Net
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BSDA-NetPretrained (ImageNet)=true2021.07 | 82.57 | 73.67 | |
| BSDA (w/o B, D)Pretrained (ImageNet)=true2021.07 | 78.62 | 67.81 | |
| ResNeSt50Pretrained (ImageNet)=false2021.07 | 75 | 62.08 | |
| ResNeSt50Pretrained (ImageNet)=true2021.07 | 75 | 62.08 | |
| ResNet50Pretrained (ImageNet)=true2021.07 | 74.67 | 61.7 | |
| YNet (ResNeSt50)Pretrained (ImageNet)=true2021.07 | 74.34 | 61.24 | |
| ResNeXt50Pretrained (ImageNet)=true2021.07 | 72.37 | 58.1 | |
| VGG16Pretrained (ImageNet)=true2021.07 | 70.72 | 55.63 | |
| ResNet50Pretrained (ImageNet)=false2021.07 | 70.72 | 55.68 | |
| ResNeXt50Pretrained (ImageNet)=false2021.07 | 70.72 | 55.78 | |
| VGG16Pretrained (ImageNet)=false2021.07 | 66.78 | 49.35 |