Depth Super-Resolution on Middlebury (test)
0.76RMSEDegBins
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DegBinsScale=x22026.05 | 0.76 | — | — | — | 0.43 | 99.51 | |
| DuCosScale=x22026.05 | 0.81 | — | — | — | 0.46 | 99.28 | |
| FDSRScale=x22026.05 | 0.94 | — | — | — | 0.51 | 98.89 | |
| CUNetScale=x22026.05 | 1.01 | — | — | — | 0.58 | 98.78 | |
| DCTNetScale=x22026.05 | 1.01 | — | — | — | 0.53 | 98.9 | |
| DJFScale=x22026.05 | 1.14 | — | — | — | 0.63 | 98.56 | |
| DJFRScale=x22026.05 | 1.22 | — | — | — | 0.58 | 98.42 | |
| DADAScale=x22026.05 | 1.28 | — | — | — | 0.6 | 98.47 | |
| DKNScale=x22026.05 | 1.32 | — | — | — | 0.62 | 98.48 | |
| FDKNScale=x22026.05 | 1.35 | — | — | — | 0.62 | 98.39 | |
| DegBinsScale=x42026.05 | 1.36 | — | — | — | 0.64 | 98.42 | |
| DuCosScale=x42026.05 | 1.45 | — | — | — | 0.68 | 98.3 | |
| CUNetScale=x42026.05 | 1.61 | — | — | — | 0.98 | 97.79 | |
| DCTNetScale=x42026.05 | 1.66 | — | — | — | 0.77 | 97.86 | |
| DORNetScale=x42026.05 | 1.69 | — | — | — | 0.8 | 97.76 | |
| FDSRScale=x42026.05 | 1.72 | — | — | — | 0.84 | 97.69 | |
| DKNScale=x42026.05 | 1.77 | — | — | — | 0.78 | 97.77 | |
| FDKNScale=x42026.05 | 1.8 | — | — | — | 0.8 | 97.69 | |
| DADAScale=x42026.05 | 1.82 | — | — | — | 0.83 | 97.45 | |
| DJFRScale=x42026.05 | 1.83 | — | — | — | 1.04 | 96.91 | |
| DJFScale=x42026.05 | 1.93 | — | — | — | 1.11 | 97.11 | |
| DegBinsScale=x82026.05 | 2.2 | — | — | — | 0.96 | 97.12 | |
| DuCosScale=x82026.05 | 2.23 | — | — | — | 0.97 | 97.07 | |
| DORNetScale=x82026.05 | 2.34 | — | — | — | 1.03 | 96.85 | |
| FDSRScale=x82026.05 | 2.41 | — | — | — | 1.13 | 96.24 | |
| DKNScale=x82026.05 | 2.43 | — | — | — | 1.12 | 96.26 | |
| FDKNScale=x82026.05 | 2.51 | — | — | — | 1.13 | 96.26 | |
| DCTNetScale=x82026.05 | 2.75 | — | — | — | 1.31 | 95.25 | |
| DADAScale=x82026.05 | 2.77 | — | — | — | 1.27 | 95.01 | |
| DJFRScale=x82026.05 | 2.82 | — | — | — | 1.25 | 95.31 | |
| CUNetScale=x82026.05 | 2.86 | — | — | — | 1.46 | 94.44 | |
| DJFScale=x82026.05 | 3.09 | — | — | — | 1.46 | 94.1 | |
| DegBinsScale=x162026.05 | 3.74 | — | — | — | 1.6 | 94.02 | |
| DuCosScale=x162026.05 | 3.96 | — | — | — | 1.69 | 93.52 | |
| FDSRScale=x162026.05 | 3.97 | — | — | — | 1.81 | 92.52 | |
| DADAScale=x162026.05 | 4.11 | — | — | — | 2.06 | 90.09 | |
| DKNScale=x162026.05 | 4.17 | — | — | — | 1.97 | 91.67 | |
| DORNetScale=x162026.05 | 4.32 | — | — | — | 1.98 | 91.78 | |
| FDKNScale=x162026.05 | 4.42 | — | — | — | 2.1 | 90.8 | |
| CUNetScale=x162026.05 | 4.72 | — | — | — | 2.4 | 88.45 | |
| DCTNetScale=x162026.05 | 5.07 | — | — | — | 2.59 | 86.91 | |
| DJFRScale=x162026.05 | 5.16 | — | — | — | 2.61 | 86.39 | |
| DJFScale=x162026.05 | 5.5 | — | — | — | 2.92 | 84.66 | |
| SPFNet-DScale Factor=x32, Downsampling Method=bicubic2024.02 | 5.59 | — | — | — | — | — | |
| SPFNetScale Factor=x32, Downsampling Method=bicubic2024.02 | 5.9 | — | — | — | — | — | |
| SPFNet-TScale Factor=x32, Downsampling Method=bicubic2024.02 | 6.09 | — | — | — | — | — | |
| SGNetScale Factor=x32, Downsampling Method=bicubic2024.02 | 6.79 | — | — | — | — | — | |
| DADAScale=x322026.05 | 6.84 | — | — | — | 3.75 | 78.99 | |
| DORNetScale Factor=x32, Downsampling Method=bicubic2024.02 | 6.87 | — | — | — | — | — | |
| DegBinsScale=x322026.05 | 6.87 | — | — | — | 3.7 | 81.15 | |
| FDSRScale Factor=x32, Downsampling Method=bicubic2024.02 | 7.26 | — | — | — | — | — | |
| DKNScale=x322026.05 | 7.35 | — | — | — | 4.14 | 76.97 | |
| DORNetScale=x322026.05 | 7.56 | — | — | — | 4.25 | 76.98 | |
| DuCosScale=x322026.05 | 7.69 | — | — | — | 4.14 | 78.63 | |
| FDKNScale=x322026.05 | 7.73 | — | — | — | 4.4 | 75.11 | |
| DKNScale Factor=x32, Downsampling Method=bicubic2024.02 | 7.76 | — | — | — | — | — | |
| FDSRScale=x322026.05 | 7.79 | — | — | — | 4.31 | 76.11 | |
| DCTNetScale Factor=x32, Downsampling Method=bicubic2024.02 | 8.22 | — | — | — | — | — | |
| DJFRScale=x322026.05 | 8.26 | — | — | — | 4.79 | 72.45 | |
| CUNetScale=x322026.05 | 8.48 | — | — | — | 4.87 | 72.75 | |
| DJFRScale Factor=x32, Downsampling Method=bicubic2024.02 | 8.57 | — | — | — | — | — | |
| DCTNetScale=x322026.05 | 9.02 | — | — | — | 5.22 | 70.59 | |
| DJFScale=x322026.05 | 9.14 | — | — | — | 5.33 | 70.35 | |
| CUNetScale Factor=x32, Downsampling Method=bicubic2024.02 | 9.23 | — | — | — | — | — | |
| DADAScale=x322022.11 | — | 0.5 | 0.9 | 8.1 | — | — | |
| DKNScale=x322022.11 | — | 1.2 | 2.7 | 21.9 | — | — | |
| FDKNScale=x322022.11 | — | 1.2 | 2.6 | 21.7 | — | — | |
| FDSRScale=x322022.11 | — | 1.6 | 3.7 | 21.6 | — | — | |
| LGRScale=x322022.11 | — | 0.6 | 1.2 | 12.8 | — | — | |
| MSGScale=x322022.11 | — | 0.8 | 1.7 | 14.7 | — | — | |
| PMBAScale=x322022.11 | — | 1.9 | 4.1 | 35.7 | — | — |