Clothing Classification on DeepFashion (test)
98.89Accuracy (Sleeveless)ViT-S/16
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ViT-S/16Backbone=ViT-S/16, Encryption Scheme=Plain2026.04 | 98.89 | 96.31 | 93.39 | 86.56 | 95.65 | |
| ViT-based schemeBackbone=ViT-S/16, Encryption Scheme=ViT-based [4]2026.04 | 98.89 | 96.31 | 93.39 | 86.56 | 95.65 | |
| ResNet-18Backbone=ResNet-18, Encryption Scheme=Plain2026.04 | 98.8 | 96.24 | 90.95 | 73.41 | 93.51 | |
| ResNet-18 (Pixel-based)Backbone=ResNet-18, Encryption Scheme=Pixel-based [3]2026.04 | 92.03 | 87.44 | 67.4 | 65.64 | 83.34 |