Table 1.
SD-resolution comparison experiments on the VM dataset.
| Model | MAD (1 × 103) | MSE (1 × 103) | Grad | Conn | dtSSD (1 × 102) |
|---|---|---|---|---|---|
| DeepLabV3 | 14.47 | 9.67 | 8.55 | 1.69 | 5.18 |
| FBA | 8.36 | 3.37 | 2.09 | 0.75 | 2.09 |
| BGMv2 | 25.19 | 19.63 | 2.28 | 3.26 | 2.74 |
| MODNet | 9.41 | 4.30 | 1.89 | 0.81 | 2.23 |
| VideoMatte | 6.06 | 1.27 | 1.09 | 0.42 | 1.60 |
| RVM | 6.08 | 1.47 | 0.88 | 0.41 | 1.36 |
| RVM-Large | 5.66 | 0.92 | 0.75 | 0.37 | 1.32 |
| Our Model | 5.39 | 0.88 | 0.69 | 0.28 | 1.17 |
| Our Model + CE | 5.31 | 0.79 | 0.65 | 0.26 | 1.08 |