Table 2.
Quantitative results from the ablation study. The results were obtained without conducting self-training. The paired t-test was conducted to assess the statistical significance of our results. .
Method | Dice score () | ASSD () | |||
---|---|---|---|---|---|
VS | Cochlea | Mean | VS | Cochlea | |
CycleGAN33 | 0.7798 (±0.1901)* | 0.8066 (±0.0323)** | 0.7932 (±0.0972) | 0.8750 (±0.9222)* | 0.2422 (±0.1608)** |
CUT16 | 0.7693 (±0.2097)* | 0.7950 (±0.0337)** | 0.7822 (±0.1095) | 0.7126 (±0.6179)* | 0.2586 (±0.1668)** |
QS-Attn18 | 0.7779 (±0.1825)* | 0.8158 (±0.0287)** | 0.7968 (±0.0929) | 0.6667 (±0.3891)* | 0.2365 (±0.1573)** |
Multi-view17 | 0.8043 (±0.1656) | 0.8158 (±0.0289)** | 0.8101 (±0.0863) | 0.5742 (±0.2461)* | 0.2387 (±0.1581)** |
Ours (w/o. RAIN) | 0.8017 (±0.1696) | 0.8372 (±0.0304)* | 0.8195 (±0.0896) | 1.3809 (±6.5339) | 0.2070 (±0.1608)* |
Ours (w/o. SegDecoder) | 0.8057 (±0.1356) | 0.8393 (±0.0299) | 0.8225 (±0.0716) | 1.7198 (±6.5030)* | 0.2064 (±0.1597) |
Ours | 0.8097 (±0.1635) | 0.8397 (±0.0293) | 0.8247 (±0.0863) | 0.5708 (±0.2919) | 0.2042 (±0.1610) |