Medical Image Classification on CheXpert 13 classes (test)
0.919AUROCXFMamba-B
Evaluation results
| Method | Links | |
|---|---|---|
| XFMamba-BBackbone=VMamba-b, Params(M)=90.542025.03 | 0.919 | |
| XFMamba-SBackbone=VMamba-s, Params(M)=58.732025.03 | 0.918 | |
| XFMamba-TBackbone=VMamba-t, Params(M)=39.292025.03 | 0.917 | |
| CVTBackbone=Resnet18, Params(M)=39.952025.03 | 0.909 | |
| MV-HFMDBackbone=ViT-s, Params(M)=54.072025.03 | 0.909 | |
| BI-MambaBackbone=ViM-s, Params(M)=37.392025.03 | 0.905 | |
| MVC-NETBackbone=ResNet26, Params(M)=71.12025.03 | 0.892 | |
| MV-Swin-TBackbone=Swin-T, Params(M)=58.322025.03 | 0.882 |