Surgical Tool Classification on CATARACTS cross-domain to D99
57Macro AccuracyTarget Only
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Target OnlyBackbone=ResNet50, Protocol=Upper Bound2023.07 | 57 | 62.2 | |
| Target OnlyBackbone=ViT, Protocol=Upper Bound2023.07 | 56.43 | 60.46 | |
| Barlow AdaptorBackbone=ResNet502023.07 | 24.62 | 28.13 | |
| CDTransBackbone=Not specified2023.07 | 20.9 | 24.7 | |
| MMDBackbone=ResNet502023.07 | 20.6 | 24.3 | |
| Deep CORALBackbone=ResNet502023.07 | 18.6 | 22 | |
| Barlow AdaptorBackbone=ViT2023.07 | 17.35 | 20.8 | |
| DANNBackbone=Not specified2023.07 | 16.7 | 19.5 | |
| MMDBackbone=ViT2023.07 | 16.42 | 20 | |
| CORALBackbone=ViT2023.07 | 15.38 | 18.5 | |
| Source OnlyBackbone=ResNet502023.07 | 14.25 | 16.9 | |
| Source OnlyBackbone=ViT2023.07 | 13.99 | 17.11 |