Ocular Disease Recognition (NC grading) on CASIA2 NC
81.87AccuracyPCRNet18
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PCRNet18loss function=Integrated Loss (IL)2025.12 | 81.87 | 80.76 | 80.75 | 75.75 | |
| PCRNet18loss function=Cross-Entropy (CE)2025.12 | 81.52 | 79.25 | 78.02 | 75.13 | |
| GCANet2025.12 | 79.76 | 77.75 | 76.97 | 72.82 | |
| CCANet2025.12 | 79.33 | 78.51 | 78.64 | 72.44 | |
| MSSANet2025.12 | 78.4 | 76.89 | 76.56 | 71.08 | |
| RIRNet2025.12 | 76.58 | 75.6 | 75.37 | 68.73 | |
| ResMLP2025.12 | 74.95 | 72.99 | 72.04 | 66.34 | |
| Swin-T2025.12 | 74.34 | 72.33 | 71.01 | 65.55 | |
| MLP-Mixer2025.12 | 73.83 | 72.23 | 71.71 | 64.93 | |
| ViP2025.12 | 72.52 | 70.75 | 70.28 | 63.18 | |
| ViT2025.12 | 69.64 | 67.81 | 67.23 | 59.23 |