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Low-resolution comparison experiments on the AIM dataset.
| Model | MAD (1 × 103) | MSE (1 × 103) | Grad | Conn | dtSSD | Fgr (1 × 103) |
|---|---|---|---|---|---|---|
| DeepLabV3 | 29.64 | 23.78 | 20.17 | 7.71 | 432 | - |
| FBA | 23.45 | 17.66 | 9.05 | 6.05 | 229 | 6.32 |
| BGMv2 | 44.61 | 39.08 | 5.54 | 11.60 | 269 | 3.31 |
| MODNet | 21.66 | 14.27 | 5.37 | 5.23 | 176 | 9.51 |
| RVM | 14.84 | 8.93 | 4.35 | 3.83 | 101 | 5.01 |
| RVM-Large | 13.48 | 4.58 | 3.95 | 3.38 | 98 | 4.79 |
| Our Model | 11.86 | 4.28 | 3.73 | 3.25 | 94 | 4.55 |
| Ours + CE | 11.32 | 4.19 | 3.68 | 3.09 | 90 | 4.33 |
