Normal Reconstruction on Luces (all 52 images)
9.09Ball MAELINO UniPS (w/ mlp)
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LINO UniPS (w/ mlp)Decoder=MLP, K=all (52)2025.06 | 9.09 | 12 | 10.09 | 16.63 | 9.87 | 15.97 | 6.86 | 9.44 | 25.37 | 7.65 | 11.77 | 13.62 | 16.57 | 13.22 | 12.62 | |
| LINO UniPSDecoder=standard, K=all (52)2025.06 | 10.16 | 8.78 | 6.96 | 12.67 | 6.09 | 8.15 | 6.16 | 5.99 | 22.91 | 6.24 | 9.58 | 9.84 | 10.25 | 8.25 | 9.43 | |
| Uni MS-PSK=all (52)2025.06 | 10.2 | 10.52 | 6.98 | 12.83 | 9.6 | 13.68 | 6.19 | 8.33 | 25.29 | 6.3 | 11.47 | 12.45 | 11.36 | 11.79 | 11.21 | |
| LINO UniPSDecoder=standard, K=152025.06 | 10.27 | 8.8 | 9.01 | 14.05 | 6.4 | 8.42 | 6.87 | 6.04 | 23.6 | 6.89 | 10.48 | 9.93 | 10.29 | 8.29 | 9.94 | |
| UniPSK=all (52)2025.06 | 11.01 | 24.12 | 23.84 | 27.9 | 23.51 | 28.64 | 16.24 | 21.41 | 35.93 | 14.53 | 32.87 | 28.36 | 25.36 | 19.03 | 23.77 | |
| SDM UniPSK=all (52)2025.06 | 13.3 | 12.76 | 8.44 | 18.58 | 8.53 | 19.67 | 7.25 | 8.86 | 26.07 | 8.3 | 12.67 | 15.97 | 16.01 | 12.54 | 13.5 |