Novel View Synthesis on NeRF-OSR (test)
22.5PSNR (lk2)NeuSky
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NeuSkyApproach type=NeRF-based2026.03 | 22.5 | 18.31 | 16.66 | 19.16 | — | — | — | — | 0.005 | 0.016 | 0.023 | 0.015 | — | — | — | — | |
| FEGRApproach type=NeRF-based2026.03 | 21.53 | 17.57 | 17 | 18.7 | — | — | — | — | 0.007 | 0.018 | 0.023 | 0.016 | — | — | — | — | |
| SOL-NeRFApproach type=NeRF-based2026.03 | 21.23 | 17.58 | 18.18 | 19 | 74.9 | 61.8 | 68 | 68.2 | 0.008 | 0.028 | 0.019 | 0.018 | — | — | — | — | |
| R3GWApproach type=GS-based2026.03 | 20.18 | 17.93 | 16.22 | 18.11 | 73.1 | 76.8 | 71.8 | 73.9 | 0.01 | 0.018 | 0.025 | 0.018 | 0.078 | 0.098 | 0.117 | 0.098 | |
| R3GWApproach type=GS-based, Ablation configuration=without L_sky-depth (Eq. (16))2026.03 | 20.08 | 17.86 | 16.19 | 18.04 | 72.8 | 76.1 | 71.7 | 73.5 | 0.011 | 0.019 | 0.025 | 0.018 | 0.079 | 0.101 | 0.116 | 0.099 | |
| R3GWApproach type=GS-based, Ablation configuration=without c_specular (Eq. (10))2026.03 | 20.03 | 17.38 | 15.35 | 17.59 | 72.2 | 76 | 70.6 | 72.9 | 0.011 | 0.02 | 0.032 | 0.021 | 0.08 | 0.102 | 0.128 | 0.103 | |
| LumiGaussApproach type=GS-based, Source=Author-reported2026.03 | 19.59 | 18.01 | 17.02 | 18.21 | 70 | 77.8 | 72.9 | 73.6 | 0.012 | 0.017 | 0.021 | 0.017 | 0.085 | 0.096 | 0.107 | 0.096 | |
| LumiGaussApproach type=GS-based, Source=reproduced2026.03 | 19.37 | 18.18 | 16.89 | 18.15 | 70.3 | 77.4 | 72.4 | 73.4 | 0.012 | 0.017 | 0.022 | 0.017 | 0.085 | 0.096 | 0.111 | 0.097 | |
| LumiGaussApproach type=GS-based, Shadow modeling=without shadows2026.03 | 19.03 | 17.76 | 16.34 | 17.71 | 69.3 | 76.1 | 70.9 | 72.1 | 0.013 | 0.018 | 0.024 | 0.018 | 0.09 | 0.103 | 0.122 | 0.105 | |
| NeRF-OSRApproach type=NeRF-based, Source=reproduced2026.03 | 18.8 | 15.3 | 15.59 | 16.56 | 50.1 | 51.4 | 51.1 | 50.9 | 0.011 | 0.034 | 0.027 | 0.024 | 0.09 | 0.132 | 0.111 | 0.111 | |
| NeRF-OSRApproach type=NeRF-based, Source=Author-reported2026.03 | 18.72 | 16.65 | 15.43 | 16.93 | 46.8 | 50.1 | 51.7 | 49.5 | 0.014 | 0.024 | 0.029 | 0.022 | 0.09 | 0.114 | 0.113 | 0.106 | |
| SR-TensoRFApproach type=NeRF-based2026.03 | 17.3 | 16.74 | 15.63 | 16.56 | 54.2 | 65.3 | 63.2 | 60.9 | 0.021 | 0.024 | 0.03 | 0.025 | 0.096 | 0.093 | 0.111 | 0.1 |