Strabismus Subtype Classification on DECC
95.3Accuracy (Direction)MAGIS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MAGISBackbone=Gemini-3-Flash-Preview2026.06 | 95.3 | 97.2 | 91.1 | 92.5 | 91.3 | |
| ResNet-50Model=ResNet-502026.06 | 93.5 | 81.3 | 69.7 | 74.8 | 68.1 | |
| DenseNetModel=DenseNet2026.06 | 91.6 | 81.3 | 62.2 | 75.7 | 68.2 | |
| Swin TransformerModel=Swin Transformer2026.06 | 90.7 | 78.5 | 55.9 | 70.1 | 62.2 | |
| CI-GNNModel=CI-GNN2026.06 | 90.5 | 86.9 | 75.5 | 77.6 | 72 | |
| VGG-16Model=VGG-162026.06 | 89.7 | 77.6 | 63.2 | 68.2 | 65.1 | |
| ViTModel=ViT2026.06 | 88.8 | 82.2 | 55.9 | 72.9 | 63.3 | |
| Vision MambaModel=Vision Mamba2026.06 | 76.6 | 81.3 | 48.2 | 60.8 | 52 | |
| DeiTModel=DeiT2026.06 | 73.8 | 81.3 | 44.3 | 57 | 48.9 |