Novel View Synthesis on NeRF 360° Synthetic
32.32PSNR (Avg)NeuMesh++ (w/o normal)
Evaluation Results
| Method | Links | |||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NeuMesh++ (w/o normal)editing capability=yes, approach=neural rendering, variant=w/o normal2026.06 | 32.32 | 34.86 | 25.87 | 33.09 | 37.21 | 35.39 | 27.67 | 34.1 | 30.37 | 95.5 | 97.8 | 92.7 | 97.6 | 98 | 97.8 | 92.8 | 98.5 | 88.9 | 0.054 | 0.028 | 0.079 | 0.031 | 0.032 | 0.024 | 0.08 | 0.02 | 0.135 | |
| NeuMesh++editing capability=yes, approach=neural rendering2026.06 | 32.32 | 34.88 | 25.83 | 33.07 | 36.99 | 35.37 | 27.76 | 34.25 | 30.42 | 95.5 | 97.8 | 92.7 | 97.6 | 98 | 97.7 | 92.9 | 98.6 | 89 | 0.053 | 0.028 | 0.08 | 0.031 | 0.031 | 0.025 | 0.077 | 0.019 | 0.136 | |
| NeuMesh++ (early interp.)editing capability=yes, approach=neural rendering, variant=early interp.2026.06 | 32.17 | 34.6 | 25.71 | 32.85 | 36.85 | 35.2 | 27.62 | 34.35 | 30.18 | 95.6 | 97.7 | 92.9 | 97.5 | 97.9 | 97.7 | 93.1 | 98.6 | 88.9 | 0.053 | 0.029 | 0.074 | 0.031 | 0.033 | 0.026 | 0.073 | 0.019 | 0.139 | |
| NeuMesh++ (LITE)editing capability=yes, approach=neural rendering, variant=LITE2026.06 | 32.06 | 34.48 | 25.66 | 32.83 | 36.72 | 35.27 | 27.82 | 33.59 | 30.09 | 95.3 | 97.6 | 92.4 | 97.4 | 97.9 | 97.7 | 92.8 | 98.3 | 88.6 | 0.057 | 0.03 | 0.084 | 0.034 | 0.035 | 0.026 | 0.081 | 0.021 | 0.141 | |
| DVGOediting capability=no, approach=neural implicit field2026.06 | 31.95 | 34.09 | 25.44 | 32.78 | 36.74 | 34.64 | 29.57 | 33.2 | 29.13 | 95.7 | 97.7 | 93 | 97.8 | 98 | 97.6 | 95.1 | 98.3 | 87.9 | 0.053 | 0.027 | 0.077 | 0.024 | 0.034 | 0.028 | 0.058 | 0.017 | 0.161 | |
| Neuralangeloediting capability=no, approach=neural implicit field2026.06 | 31.74 | 33.44 | 26.32 | 32.65 | 36.98 | 32.46 | 30.59 | 30.43 | 31.04 | 97.5 | 98.2 | 95.4 | 98.6 | 98.9 | 98.1 | 97.4 | 98.5 | 95 | 0.03 | 0.022 | 0.044 | 0.014 | 0.017 | 0.02 | 0.03 | 0.018 | 0.072 | |
| NeuManifoldediting capability=yes, approach=neural rendering2026.06 | 31.26 | 34.39 | 25.39 | 31.91 | 35.69 | 34 | 26.69 | 33.4 | 28.63 | 95.5 | 98.1 | 93.9 | 97.8 | 97.9 | 97.7 | 92.4 | 98.6 | 87.5 | 0.059 | 0.014 | 0.072 | 0.028 | 0.036 | 0.024 | 0.115 | 0.012 | 0.168 | |
| BakedSDF*editing capability=yes, approach=neural rendering2026.06 | 30.57 | 32.26 | 25.1 | 32.56 | 34.82 | 32.57 | 25.6 | 32.55 | 29.07 | 94.5 | 96.2 | 92.7 | 98 | 97.3 | 95.5 | 91 | 98.1 | 87.1 | 0.043 | 0.044 | 0.059 | 0.013 | 0.029 | 0.029 | 0.062 | 0.016 | 0.089 | |
| NeuSediting capability=no, approach=neural implicit field2026.06 | 28.13 | 30.09 | 23.93 | 25.67 | 34.45 | 26.33 | 27.59 | 30.21 | 26.73 | 93.4 | 93.6 | 92.1 | 93.9 | 96.8 | 91.8 | 94.7 | 96.7 | 87.2 | 0.082 | 0.07 | 0.094 | 0.066 | 0.054 | 0.09 | 0.056 | 0.035 | 0.19 | |
| NeuMeshediting capability=yes, approach=neural rendering2026.06 | 26.21 | 30.38 | 24.09 | 13.39 | 34.12 | 27.85 | 24.99 | 31.74 | 23.1 | 90.3 | 93.7 | 91.7 | 78.1 | 96.7 | 92.6 | 91.2 | 97.4 | 80.9 | 0.158 | 0.076 | 0.112 | 0.312 | 0.062 | 0.094 | 0.131 | 0.031 | 0.447 | |
| NeuTexediting capability=yes, approach=neural rendering2026.06 | 21.99 | 24.34 | 18.51 | 20.13 | 27.66 | 21.58 | 19.91 | 22.64 | 21.11 | 87.5 | 89.6 | 84.1 | 88.4 | 93.9 | 84.6 | 87.4 | 91.8 | 80.4 | 0.167 | 0.123 | 0.2 | 0.129 | 0.126 | 0.194 | 0.151 | 0.111 | 0.304 |