Multi-label fundus diagnosis on ODIR-5K
87.23AUC-ROCConvNeXtV2-Base
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ConvNeXtV2-BaseParams (M)=87.72026.03 | 87.23 | 65.19 | — | |
| ViT-Base/16Params (M)=86.32026.03 | 83.53 | 57.22 | — | |
| OctCliffordParams (M)=1.152026.03 | 81.45 | 54.62 | — | |
| Clifford-MParams (M)=0.852026.03 | 81.42 | 54.81 | — | |
| EfficientNetV2-MParams (M)=51.12026.03 | 79.34 | 52.33 | — | |
| ResNet-152Params (M)=58.22026.03 | 78.74 | 52.73 | — | |
| ResNet-50Params (M)=23.52026.03 | 77.8 | 50.21 | — | |
| EfficientNetV2-SParams (M)=22.22026.03 | 74.28 | 43.52 | — | |
| MedBridge2025.05 | 0.7258 | 0.4545 | 0.7529 | |
| MMRL2025.05 | 0.6952 | 0.404 | 0.7455 | |
| KgCoOp2025.05 | 0.6708 | 0.4025 | 0.7356 | |
| MMA2025.05 | 0.6135 | 0.3199 | 0.6776 | |
| ProGrad2025.05 | 0.6028 | 0.3255 | 0.5991 | |
| CLIP-Ad.2025.05 | 0.5636 | 0.2939 | 0.6026 | |
| CLIP2025.05 | 0.4484 | 0.2358 | 0.1463 |