Surface Normal Estimation on DiLiGenT 1.0 (full)
1.24BALL ErrorSCPS-NIR
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SCPS-NIRMethod Type=Uncalibrated PS (UPS), Supervision=Unsupervised2023.03 | 1.24 | 3.82 | 9.28 | 4.72 | 5.53 | 7.12 | 14.96 | 6.73 | 6.5 | 10.54 | 7.05 | |
| TM18Method Type=Calibrated PS2023.03 | 1.47 | 5.79 | 10.36 | 5.44 | 6.32 | 11.47 | 22.59 | 6.09 | 7.76 | 11.03 | 8.83 | |
| DANI-Net w [25]Implementation=Smoothness loss follows implementation in [25]2023.03 | 1.64 | 4.03 | 9.16 | 5.27 | 5.22 | 6.98 | 16.43 | 6.85 | 5.52 | 9.53 | 7.06 | |
| DANI-NetShadow Handling=Differentiable Shadow Handling2023.03 | 1.65 | 4.11 | 8.69 | 4.73 | 5.52 | 6.96 | 13.99 | 6.41 | 5.29 | 8.08 | 6.54 | |
| DANI-Net w/o sShadow Handling=Excluded2023.03 | 1.71 | 3.95 | 8.71 | 4.95 | 4.95 | 6.8 | 16 | 7.04 | 5.27 | 9.32 | 6.87 | |
| LL22Method Type=Calibrated PS2023.03 | 2.43 | 3.64 | 8.04 | 4.86 | 4.72 | 6.68 | 14.9 | 5.99 | 4.97 | 8.75 | 6.5 | |
| CW20Method Type=Uncalibrated PS (UPS), Supervision=Supervised2023.03 | 2.5 | 5.6 | 8.6 | 7.9 | 7.8 | 9.6 | 16.2 | 7.2 | 7.1 | 14.9 | 8.71 | |
| CH19Method Type=Uncalibrated PS (UPS), Supervision=Supervised2023.03 | 2.77 | 6.89 | 8.97 | 8.06 | 8.48 | 11.91 | 17.43 | 8.14 | 7.5 | 14.9 | 9.51 | |
| LSMethod Type=Calibrated PS2023.03 | 4.1 | 8.39 | 14.92 | 8.41 | 25.6 | 18.5 | 30.62 | 8.89 | 14.65 | 19.8 | 15.39 | |
| PF14Method Type=Uncalibrated PS (UPS)2023.03 | 4.77 | 9.07 | 14.92 | 9.54 | 19.53 | 29.93 | 29.21 | 9.51 | 15.9 | 24.18 | 16.66 |