Depth Super-Resolution on Lu (test)
0.57RMSEDegBins
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DegBinsScale=x22026.05 | 0.57 | 0.22 | 99.74 | |
| DuCosScale=x22026.05 | 0.65 | 0.26 | 99.68 | |
| FDSRScale=x22026.05 | 0.94 | 0.39 | 99.14 | |
| DCTNetScale=x22026.05 | 1.03 | 0.59 | 99.36 | |
| CUNetScale=x22026.05 | 1.06 | 0.5 | 99.1 | |
| DJFScale=x22026.05 | 1.08 | 0.44 | 99 | |
| DegBinsScale=x42026.05 | 1.33 | 0.39 | 99.14 | |
| DuCosScale=x42026.05 | 1.38 | 0.41 | 99.08 | |
| DJFRScale=x22026.05 | 1.39 | 0.45 | 98.94 | |
| DADAScale=x22026.05 | 1.45 | 0.48 | 99.07 | |
| DKNScale=x22026.05 | 1.48 | 0.48 | 99 | |
| FDKNScale=x22026.05 | 1.59 | 0.49 | 98.91 | |
| CUNetScale=x42026.05 | 1.73 | 0.97 | 98.48 | |
| DORNetScale=x42026.05 | 1.78 | 0.56 | 98.7 | |
| DJFRScale=x42026.05 | 1.85 | 1.02 | 98.36 | |
| DCTNetScale=x42026.05 | 1.85 | 0.57 | 98.56 | |
| DJFScale=x42026.05 | 1.93 | 1.11 | 98.2 | |
| FDSRScale=x42026.05 | 1.95 | 0.56 | 98.52 | |
| DKNScale=x42026.05 | 2.05 | 0.56 | 98.58 | |
| FDKNScale=x42026.05 | 2.11 | 0.58 | 98.53 | |
| DADAScale=x42026.05 | 2.12 | 0.66 | 98.35 | |
| DegBinsScale=x82026.05 | 2.63 | 0.68 | 97.99 | |
| FDKNScale=x82026.05 | 2.67 | 0.85 | 97.39 | |
| DuCosScale=x82026.05 | 2.67 | 0.72 | 97.86 | |
| FDSRScale=x82026.05 | 2.69 | 0.86 | 97.35 | |
| DORNetScale=x82026.05 | 2.81 | 0.82 | 97.5 | |
| CUNetScale=x82026.05 | 2.85 | 1.25 | 96.32 | |
| DKNScale=x82026.05 | 2.88 | 0.88 | 97.13 | |
| DCTNetScale=x82026.05 | 3.07 | 1.18 | 96.38 | |
| DJFRScale=x82026.05 | 3.24 | 1.07 | 95.86 | |
| DJFScale=x82026.05 | 3.58 | 1.22 | 95.6 | |
| DADAScale=x82026.05 | 3.76 | 1.17 | 96.01 | |
| DegBinsScale=x162026.05 | 4.93 | 1.48 | 94.27 | |
| DuCosScale=x162026.05 | 5.18 | 1.59 | 93.89 | |
| FDSRScale=x162026.05 | 5.23 | 1.67 | 93.44 | |
| DORNetScale=x162026.05 | 5.27 | 1.75 | 93.21 | |
| DKNScale=x162026.05 | 5.44 | 1.9 | 91.94 | |
| FDKNScale=x162026.05 | 5.48 | 1.91 | 92.24 | |
| CUNetScale=x162026.05 | 5.63 | 2.17 | 91.33 | |
| DCTNetScale=x162026.05 | 5.83 | 2.25 | 90.19 | |
| DADAScale=x162026.05 | 6.19 | 2.22 | 90.95 | |
| SPFNetScale Factor=x32, Downsampling Method=bicubic2024.02 | 6.39 | — | — | |
| SPFNet-DScale Factor=x32, Downsampling Method=bicubic2024.02 | 6.42 | — | — | |
| DJFRScale=x162026.05 | 6.46 | 2.38 | 89.66 | |
| DJFScale=x162026.05 | 6.53 | 2.69 | 88.91 | |
| SGNetScale Factor=x32, Downsampling Method=bicubic2024.02 | 7.23 | — | — | |
| SPFNet-TScale Factor=x32, Downsampling Method=bicubic2024.02 | 7.32 | — | — | |
| DORNetScale Factor=x32, Downsampling Method=bicubic2024.02 | 8.28 | — | — | |
| FDSRScale Factor=x32, Downsampling Method=bicubic2024.02 | 8.62 | — | — | |
| DKNScale Factor=x32, Downsampling Method=bicubic2024.02 | 8.98 | — | — | |
| DegBinsScale=x322026.05 | 9.12 | 3.93 | 81.61 | |
| FDSRScale=x322026.05 | 9.15 | 4.21 | 80.35 | |
| DORNetScale=x322026.05 | 9.15 | 4.42 | 79.65 | |
| FDKNScale=x322026.05 | 9.24 | 4.37 | 79.71 | |
| DADAScale=x322026.05 | 9.27 | 4.44 | 79.43 | |
| DCTNetScale Factor=x32, Downsampling Method=bicubic2024.02 | 9.28 | — | — | |
| DKNScale=x322026.05 | 9.5 | 4.59 | 78.94 | |
| DJFRScale Factor=x32, Downsampling Method=bicubic2024.02 | 9.94 | — | — | |
| DJFRScale=x322026.05 | 9.98 | 4.62 | 78.98 | |
| DuCosScale=x322026.05 | 10.4 | 4.68 | 78.56 | |
| DCTNetScale=x322026.05 | 10.45 | 5.18 | 76.27 | |
| CUNetScale=x322026.05 | 10.56 | 4.9 | 78.61 | |
| CUNetScale Factor=x32, Downsampling Method=bicubic2024.02 | 10.97 | — | — | |
| DJFScale=x322026.05 | 11.03 | 5.16 | 77.59 |