Depth Super-Resolution on Middlebury 2005-2014 (test)
2.52MSEDADA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DADAScale=x4, Type=learning-based2022.11 | 2.52 | 0.11 | |
| LGRScale=x4, Type=learning-based2022.11 | 3.04 | 0.13 | |
| FDKNScale=x4, Type=learning-based2022.11 | 3.6 | 0.16 | |
| MSGScale=x4, Type=learning-based2022.11 | 4.13 | 0.22 | |
| DKNScale=x4, Type=learning-based2022.11 | 4.29 | 0.18 | |
| PMBAScale=x4, Type=learning-based2022.11 | 4.72 | 0.25 | |
| FDSRScale=x4, Type=learning-based2022.11 | 7.72 | 0.35 | |
| DADAupsampling factor=x4, learning-free=true, hybrid_variant=true, kappa=0.032022.11 | 11.1 | 0.4 | |
| DADAScale=x4, Type=learning-free2022.11 | 11.1 | 0.4 | |
| Bicubicupsampling factor=x4, learning-free=true2022.11 | 13.3 | 0.55 | |
| BicubicScale=x4, Type=learning-free2022.11 | 13.3 | 0.55 | |
| LGRupsampling factor=x4, learning-free=true, hybrid_variant=true2022.11 | 14.8 | 0.42 | |
| DADAupsampling factor=x8, learning-free=true, hybrid_variant=true, kappa=0.032022.11 | 18.9 | 0.7 | |
| SDupsampling factor=x4, learning-free=true2022.11 | 24.9 | 0.46 | |
| Bicubicupsampling factor=x8, learning-free=true2022.11 | 30 | 1.1 | |
| PixTupsampling factor=x8, learning-free=true2022.11 | 32.7 | 0.82 | |
| GFupsampling factor=x4, learning-free=true2022.11 | 33.3 | 1.27 | |
| GFScale=x4, Type=learning-free2022.11 | 33.3 | 1.27 | |
| DADAupsampling factor=x16, learning-free=true, hybrid_variant=true, kappa=0.032022.11 | 36.7 | 1.3 | |
| PixTupsampling factor=x4, learning-free=true2022.11 | 39.8 | 0.79 | |
| GFupsampling factor=x8, learning-free=true2022.11 | 40.5 | 1.49 | |
| PixTupsampling factor=x16, learning-free=true2022.11 | 41.5 | 1.24 | |
| GFupsampling factor=x16, learning-free=true2022.11 | 67.4 | 2.21 | |
| LGRupsampling factor=x8, learning-free=true, hybrid_variant=true2022.11 | 68.3 | 0.83 | |
| Bicubicupsampling factor=x16, learning-free=true2022.11 | 68.5 | 2.13 | |
| SDupsampling factor=x8, learning-free=true2022.11 | 82.5 | 0.86 | |
| DADAupsampling factor=x32, learning-free=true, hybrid_variant=true, kappa=0.032022.11 | 84.1 | 2.58 | |
| PixTupsampling factor=x32, learning-free=true2022.11 | 107 | 2.71 | |
| GFupsampling factor=x32, learning-free=true2022.11 | 134 | 3.82 | |
| Bicubicupsampling factor=x32, learning-free=true2022.11 | 143 | 3.87 | |
| LGRupsampling factor=x16, learning-free=true, hybrid_variant=true2022.11 | 297 | 1.69 | |
| SDupsampling factor=x16, learning-free=true2022.11 | 511 | 1.73 | |
| LGRupsampling factor=x32, learning-free=true, hybrid_variant=true2022.11 | 897 | 3.31 | |
| SDupsampling factor=x32, learning-free=true2022.11 | 4,062 | 3.37 |