Table 2.
Performances when using various A and Β values on the Nyuv2 test set. The networks were trained from scratch, and the epochs were set to 100.
| α | β | Global acc (%) | Mean IoU (%) | Mean acc (%) |
|---|---|---|---|---|
| 0.1 | 1 | 57.1 | 23.9 | 35.0 |
| 0.2 | 1 | 59.6 | 25.8 | 37.4 |
| 0.3 | 1 | 59.0 | 25.7 | 37.6 |
| 0.4 | 1 | 59.9 | 26.1 | 37.2 |
| 0.5 | 1 | 60.0 | 26.9 | 39.3 |
| 0.6 | 1 | 59.3 | 25.1 | 37.0 |
| 0.7 | 1 | 57.8 | 25.4 | 37.4 |
| 0.8 | 1 | 59.6 | 26.0 | 38.3 |
| 0.9 | 1 | 59.6 | 25.6 | 37.0 |
| 1 | 0.1 | 58.5 | 24.5 | 34.0 |
| 1 | 0.2 | 58.0 | 24.4 | 35.4 |
| 1 | 0.3 | 57.8 | 24.2 | 35.4 |
| 1 | 0.4 | 57.1 | 23.4 | 34.4 |
| 1 | 0.5 | 57.7 | 24.3 | 35.3 |
| 1 | 0.6 | 57.8 | 22.7 | 32.7 |
| 1 | 0.7 | 58.6 | 24.5 | 35.8 |
| 1 | 0.8 | 59.8 | 26.0 | 38.0 |
| 1 | 0.9 | 58.9 | 25.8 | 37.8 |
| 1 | 1 | 58.7 | 25.5 | 37.0 |