Semantic Segmentation on CVC-300 target domain
83.6DiceADDA
Evaluation results
| Method | Links | |
|---|---|---|
| ADDAloss_components=L_sup + L_adv2021.07 | 83.6 | |
| Polyformerloss_components=L_sup + L_adv + K2021.07 | 83.4 | |
| L_suptarget_data_percentage=50%2021.07 | 83.4 | |
| DA-ADVfine-tuning_strategy=tune whole model2021.07 | 83 | |
| Polyformerloss_components=L_sup + K2021.07 | 83 | |
| RevGradloss_components=L_sup + L_adv2021.07 | 81.3 | |
| L_suptraining_data=source + target2021.07 | 80.8 | |
| CellSegSSDAloss_components=L_sup + L_adv (mask) + L_recon2021.07 | 80.5 | |
| L_suptraining_data=target-only2021.07 | 79.1 | |
| DA-ADVfine-tuning_strategy=tune last two layers2021.07 | 78.6 | |
| U-Nettraining_data=source-only2021.07 | 72.8 | |
| CycleGAN + L_suptraining_data=source2021.07 | 70.9 |