Table 7.
Class-wise performance of coupled and decoupled DSA units.
| Architecture | Metric | br1 | br2 | br3 | gm1 | gm2 | pm1 | pm2 | cp1 | cp2 | cp3 | cp4 | Mean |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Decoupled DSA | mIOU | 75.5 | 77.8 | 78.5 | 65.1 | 67.4 | 54.3 | 51.0 | 70.9 | 80.6 | 81.4 | 80.3 | 72.48 |
| mPQ | 69.9 | 67.6 | 71.1 | 63.2 | 47.6 | 50.2 | 43.0 | 38.3 | 48.4 | 52.5 | 51.2 | 51.63 | |
| Coupled DSA | mIOU | 87.0 | 91.2 | 92.9 | 91.2 | 88.7 | 79.7 | 80.1 | 83.9 | 92.6 | 89.6 | 88.6 | 87.77 |
| mPQ | 81.8 | 79.7 | 83.5 | 84.5 | 67.8 | 71.3 | 69.0 | 41.8 | 65.8 | 68.3 | 65.1 | 70.78 |