Meibomian gland segmentation on MGD 1k (test)
84Dice ScoreSBD-MTLNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SBD-MTLNet2026.06 | 84 | — | — | — | |
| ADAM-Net2026.06 | 83 | 71 | — | — | |
| MiT-B2 + MA-NetEncoder=MiT-B2, Decoder=MA-Net2026.06 | 81.9 | 69.4 | 80.1 | 83.9 | |
| ResNet-50 + U-NetEncoder=ResNet-50, Decoder=U-Net2026.06 | 81.7 | 69.1 | 78.8 | 84.8 | |
| EfficientNet-B3 + U-NetEncoder=EfficientNet-B3, Decoder=U-Net2026.06 | 81.6 | 69 | 79.6 | 83.8 | |
| MobileNetV2 + U-NetEncoder=MobileNetV2, Decoder=U-Net2026.06 | 81.4 | 68.6 | 78.1 | 85.1 |