Depth Super-Resolution on NYU v2 (test)
1.12RMSEDegBins
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DegBinsScale=x22026.05 | 1.12 | — | 0.3 | 99.94 | |
| DuCosScale=x22026.05 | 1.2 | — | 0.37 | 99.88 | |
| DSRNetScale=x42021.03 | 1.49 | — | — | — | |
| DSRNetScale=x42021.03 | 1.49 | — | — | — | |
| CUNetScale=x22026.05 | 1.5 | — | 0.46 | 99.81 | |
| DGDIEScale=x42021.03 | 1.56 | — | — | — | |
| DGDIEScale=x42021.03 | 1.56 | — | — | — | |
| DCTNetScale=x22026.05 | 1.59 | — | 0.59 | 99.76 | |
| FDSRScaling Factor=x42021.04 | 1.61 | — | — | — | |
| DKNScale=x42021.03 | 1.62 | — | — | — | |
| DKNScale=x42021.03 | 1.62 | — | — | — | |
| DKNScaling Factor=x42021.04 | 1.62 | — | — | — | |
| FDSRScale=x22026.05 | 1.74 | — | 0.57 | 99.7 | |
| FDKNScaling Factor=x42021.04 | 1.86 | — | — | — | |
| DJFRScale=x22026.05 | 1.87 | — | 0.51 | 99.68 | |
| DKNScale=x22026.05 | 1.95 | — | 0.49 | 99.66 | |
| DADAScale=x22026.05 | 2 | — | 0.54 | 99.65 | |
| FDKNScale=x22026.05 | 2.05 | — | 0.5 | 99.63 | |
| DDF-Up-NetUpsampling Factor=4x2021.04 | 2.16 | — | — | — | |
| DJFScale=x22026.05 | 2.32 | — | 0.83 | 99.49 | |
| PACScale=x42021.03 | 2.39 | — | — | — | |
| PACScale=x42021.03 | 2.39 | — | — | — | |
| PACScaling Factor=x42021.04 | 2.39 | — | — | — | |
| PAC-NetUpsampling Factor=4x2021.04 | 2.39 | — | — | — | |
| DegBinsScale=x42026.05 | 2.57 | — | 0.78 | 99.51 | |
| DuCosScale=x42026.05 | 2.6 | — | 0.81 | 99.49 | |
| DSRNetScale=x82021.03 | 2.73 | — | — | — | |
| DSRNetScale=x82021.03 | 2.73 | — | — | — | |
| DORNetScale=x42026.05 | 2.79 | — | 0.85 | 99.44 | |
| DCTNetScale=x42026.05 | 2.9 | — | 0.99 | 99.37 | |
| FDSRScale=x42026.05 | 2.94 | — | 0.85 | 99.39 | |
| DGDIEScale=x82021.03 | 2.99 | — | — | — | |
| DGDIEScale=x82021.03 | 2.99 | — | — | — | |
| DMSGScaling Factor=x42021.04 | 3.02 | — | — | — | |
| DADAScale=x42026.05 | 3.08 | — | 0.96 | 99.33 | |
| DKNScale=x42026.05 | 3.15 | — | 0.9 | 99.34 | |
| FDSRScaling Factor=x82021.04 | 3.18 | — | — | — | |
| CUNetScale=x42026.05 | 3.22 | — | 1.44 | 99.21 | |
| DKNScale=x82021.03 | 3.26 | — | — | — | |
| DKNScale=x82021.03 | 3.26 | — | — | — | |
| DKNScaling Factor=x82021.04 | 3.26 | — | — | — | |
| DJFRScale=x42026.05 | 3.27 | — | 1.14 | 99.04 | |
| FDKNScale=x42026.05 | 3.28 | — | 0.93 | 99.28 | |
| GbFTScale=x42021.03 | 3.35 | — | — | — | |
| GbFTScale=x42021.03 | 3.35 | — | — | — | |
| DJFRScale=x42021.03 | 3.38 | — | — | — | |
| DJFRScale=x42021.03 | 3.38 | — | — | — | |
| DJFRScaling Factor=x42021.04 | 3.38 | — | — | — | |
| DJF+Upsampling Factor=4x2021.04 | 3.38 | — | — | — | |
| DJFScale=x42021.03 | 3.54 | — | — | — | |
| DJFScale=x42021.03 | 3.54 | — | — | — | |
| DJFScaling Factor=x42021.04 | 3.54 | — | — | — | |
| DJFUpsampling Factor=4x2021.04 | 3.54 | — | — | — | |
| FDKNScaling Factor=x82021.04 | 3.58 | — | — | — | |
| DJFScale=x42026.05 | 3.6 | — | 1.67 | 99.05 | |
| DMSGUpsampling Factor=4x2021.04 | 3.78 | — | — | — | |
| JBUScaling Factor=x42021.04 | 4.07 | — | — | — | |
| JBUUpsampling Factor=4x2021.04 | 4.07 | — | — | — | |
| P2PScale=x42021.03 | 4.12 | — | — | — | |
| P2PScale=x42021.03 | 4.12 | — | — | — | |
| FBSScaling Factor=x42021.04 | 4.29 | — | — | — | |
| FBSUpsampling Factor=4x2021.04 | 4.29 | — | — | — | |
| DDF-Up-NetUpsampling Factor=8x2021.04 | 4.4 | — | — | — | |
| DegBinsScale=x82026.05 | 4.57 | — | 1.45 | 98.87 | |
| PACScale=x82021.03 | 4.59 | — | — | — | |
| PACScale=x82021.03 | 4.59 | — | — | — | |
| PACScaling Factor=x82021.04 | 4.59 | — | — | — | |
| PAC-NetUpsampling Factor=8x2021.04 | 4.59 | — | — | — | |
| DuCosScale=x82026.05 | 4.61 | — | 1.52 | 98.86 | |
| DORNetScale=x82026.05 | 4.76 | — | 1.58 | 98.81 | |
| FDSRScale=x82026.05 | 4.82 | — | 1.69 | 98.57 | |
| DADAScale=x82026.05 | 4.83 | — | 1.86 | 98.34 | |
| DKNScale=x82026.05 | 4.88 | — | 1.71 | 98.62 | |
| DCTNetScale=x82026.05 | 4.9 | — | 2.12 | 98.28 | |
| FDKNScale=x82026.05 | 4.93 | — | 1.67 | 98.65 | |
| TGVScaling Factor=x42021.04 | 4.98 | — | — | — | |
| DSRNetScale=x162021.03 | 5.11 | — | — | — | |
| DSRNetScale=x162021.03 | 5.11 | — | — | — | |
| DJFRScale=x82026.05 | 5.2 | — | 1.94 | 98.21 | |
| ParkScaling Factor=x42021.04 | 5.21 | — | — | — | |
| DGDIEScale=x162021.03 | 5.24 | — | — | — | |
| DGDIEScale=x162021.03 | 5.24 | — | — | — | |
| SDFScaling Factor=x42021.04 | 5.27 | — | — | — | |
| Ham et al.Upsampling Factor=4x2021.04 | 5.27 | — | — | — | |
| DMSGScaling Factor=x82021.04 | 5.38 | — | — | — | |
| CUNetScale=x82026.05 | 5.5 | — | 2.23 | 97.78 | |
| DJFScale=x82026.05 | 5.56 | — | 2.3 | 97.7 | |
| GbFTScale=x82021.03 | 5.73 | — | — | — | |
| GbFTScale=x82021.03 | 5.73 | — | — | — | |
| DJFRScale=x82021.03 | 5.86 | — | — | — | |
| DJFRScale=x82021.03 | 5.86 | — | — | — | |
| DJFRScaling Factor=x82021.04 | 5.86 | — | — | — | |
| FDSRScaling Factor=x162021.04 | 5.86 | — | — | — | |
| DJF+Upsampling Factor=8x2021.04 | 5.86 | — | — | — | |
| DJFScale=x82021.03 | 6.2 | — | — | — | |
| DJFScale=x82021.03 | 6.2 | — | — | — | |
| DJFScaling Factor=x82021.04 | 6.2 | — | — | — | |
| DJFUpsampling Factor=8x2021.04 | 6.2 | — | — | — | |
| DMSGUpsampling Factor=8x2021.04 | 6.37 | — | — | — | |
| P2PScale=x82021.03 | 6.48 | — | — | — |