Quality Assessment on UWF4DR Frequency domain (test)
92.6AUROCFusion (Freq.)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fusion (Freq.)Input Domain=Frequency2026.03 | 92.6 | 94.7 | 76 | 100 | |
| MobileNetV2Input Domain=Frequency2026.03 | 92.5 | 94.4 | 88 | 92 | |
| ResNet18Input Domain=Frequency2026.03 | 92 | 94.5 | 80 | 96 | |
| ViT-B/16Input Domain=Frequency2026.03 | 90.9 | 93.2 | 84 | 92 | |
| RETFoundInput Domain=Frequency2026.03 | 90.9 | 91.9 | 84 | 92 | |
| Fusion (Freq.)Input Domain=Frequency2026.03 | 87.8 | 87 | 80 | 87.8 | |
| MobileNetV2Input Domain=Frequency2026.03 | 86.3 | 88.8 | 86 | 73.5 | |
| ResNet18Input Domain=Frequency2026.03 | 84.1 | 80.8 | 72 | 83.7 | |
| ViT-B/16Input Domain=Frequency2026.03 | 83.6 | 81.3 | 86 | 73.5 | |
| RETFoundInput Domain=Frequency2026.03 | 80.4 | 83.1 | 72 | 81.6 |