Medical Image Classification on Chest Xray
96.11AccuracyMGD
Evaluation Results
| Method | Links | |
|---|---|---|
| MGDStudent=ResNet18, Teacher=LVM-Med2024.07 | 96.11 | |
| DRDTeacher=LVM-Med 94.16, Student=ResNet182026.05 | 96.11 | |
| Reprogramming DistillationStudent=ResNet18, Teacher=PMC-CLIP2024.07 | 95.33 | |
| DRDTeacher=PMC-CLIP 96.11, Student=ResNet182026.05 | 95.33 | |
| Reprogramming DistillationStudent=ResNet18, Teacher=Densenet1212024.07 | 94.68 | |
| DRDTeacher=RadImageNet 94.55, Student=ResNet182026.05 | 94.68 | |
| SemCKDStudent=ResNet18, Teacher=LVM-Med2024.07 | 94.42 | |
| SemCKDStudent=ResNet18, Teacher=PMC-CLIP2024.07 | 94.16 | |
| MGDStudent=ResNet18, Teacher=Densenet1212024.07 | 94.03 | |
| VIDStudent=ResNet18, Teacher=Densenet1212024.07 | 93.77 | |
| CrdStudent=ResNet18, Teacher=PMC-CLIP2024.07 | 93.64 | |
| SemCKDStudent=ResNet18, Teacher=Densenet1212024.07 | 93.64 | |
| MGDStudent=ResNet18, Teacher=PMC-CLIP2024.07 | 93.51 | |
| HintStudent=ResNet18, Teacher=Densenet1212024.07 | 93.51 | |
| VIDStudent=ResNet18, Teacher=LVM-Med2024.07 | 93.51 | |
| NormStudent=ResNet18, Teacher=Densenet1212024.07 | 93.39 | |
| HintStudent=ResNet18, Teacher=PMC-CLIP2024.07 | 93.13 | |
| VIDStudent=ResNet18, Teacher=PMC-CLIP2024.07 | 92.74 | |
| CrdStudent=ResNet18, Teacher=Densenet1212024.07 | 92.35 | |
| CrdStudent=ResNet18, Teacher=LVM-Med2024.07 | 92.22 | |
| NormStudent=ResNet18, Teacher=LVM-Med2024.07 | 92.09 | |
| Reprogramming DistillationStudent=ResNet18, Teacher=LVM-Med2024.07 | 90.53 | |
| HintStudent=ResNet18, Teacher=LVM-Med2024.07 | 81.84 | |
| NormStudent=ResNet18, Teacher=PMC-CLIP2024.07 | 72.24 |