Albedo Estimation on MII dataset
29.72PSNRnvdiffrec-mc
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| nvdiffrec-mcTime=~2 h, Albedo Alignment=true2023.04 | 29.72 | 0.959 | 0.057 | |
| Neural-PBIR - FullTime=~1 h, Albedo Alignment=true2023.04 | 29.06 | 0.946 | 0.067 | |
| Neural-PBIR - w/o shape ref.Time=~45 m, Albedo Alignment=true2023.04 | 28.74 | 0.944 | 0.067 | |
| Neural-PBIR - Const. init.Time=~ 37 m, Albedo Alignment=true2023.04 | 28.55 | 0.94 | 0.07 | |
| Neural-PBIR - w/o GITime=~45 m, Albedo Alignment=true2023.04 | 27.71 | 0.94 | 0.07 | |
| Neural-PBIR - Distilled onlyTime=<15 m, Albedo Alignment=true2023.04 | 27.67 | 0.933 | 0.079 | |
| Neural-PBIR - FullTime=~1 h, Albedo Alignment=false2023.04 | 26.85 | 0.944 | 0.08 | |
| Neural-PBIR - w/o shape ref.Time=~45 m, Albedo Alignment=false2023.04 | 26.84 | 0.941 | 0.082 | |
| Neural-PBIR - w/o GITime=~45 m, Albedo Alignment=false2023.04 | 26.38 | 0.94 | 0.082 | |
| Neural-PBIR - Distilled onlyTime=<15 m, Albedo Alignment=false2023.04 | 26.2 | 0.931 | 0.093 | |
| Neural-PBIR - Const. init.Time=~ 37 m, Albedo Alignment=false2023.04 | 25.83 | 0.94 | 0.08 | |
| MIITime=~10 h, Albedo Alignment=true2023.04 | 25.77 | 0.935 | 0.066 | |
| MIITime=~10 h, Albedo Alignment=false2023.04 | 24.62 | 0.931 | 0.064 | |
| nvdiffrec-mcTime=~2 h, Albedo Alignment=false2023.04 | 18.25 | 0.899 | 0.103 |