Novel View Synthesis on Blender (Resolution-Specific Metrics)
32.81PSNR (Full Res)Mip-Splatting
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mip-SplattingMulti-scale Training=true, Multi-scale Testing=true2023.11 | 32.81 | 34.49 | 35.45 | 35.5 | 34.56 | 0.967 | 0.977 | 0.983 | 0.988 | 0.979 | 0.035 | 0.019 | 0.013 | 0.01 | 0.019 | |
| Tri-MipRFMulti-scale Training=true, Multi-scale Testing=true, Retrained=true2023.11 | 32.65 | 34.24 | 35.02 | 35.53 | 34.36 | 0.958 | 0.971 | 0.98 | 0.987 | 0.974 | 0.047 | 0.027 | 0.018 | 0.012 | 0.026 | |
| MipNeRFMulti-scale Training=true, Multi-scale Testing=true2023.11 | 32.63 | 34.34 | 35.47 | 35.6 | 34.51 | 0.958 | 0.97 | 0.979 | 0.983 | 0.973 | 0.047 | 0.026 | 0.017 | 0.012 | 0.026 | |
| TensoRFMulti-scale Training=true, Multi-scale Testing=true2023.11 | 32.11 | 33.03 | 30.45 | 26.8 | 30.6 | 0.956 | 0.966 | 0.962 | 0.939 | 0.956 | 0.056 | 0.038 | 0.047 | 0.076 | 0.054 | |
| PlenoxelsMulti-scale Training=true, Multi-scale Testing=true2023.11 | 31.6 | 32.85 | 30.26 | 26.63 | 30.34 | 0.956 | 0.967 | 0.961 | 0.936 | 0.955 | 0.052 | 0.032 | 0.045 | 0.077 | 0.051 | |
| 3DGS + EWAMulti-scale Training=true, Multi-scale Testing=true2023.11 | 31.54 | 33.26 | 33.78 | 33.48 | 33.01 | 0.961 | 0.973 | 0.979 | 0.983 | 0.974 | 0.043 | 0.026 | 0.021 | 0.019 | 0.027 | |
| NeRF w/o L_areaMulti-scale Training=true, Multi-scale Testing=true2023.11 | 31.2 | 30.65 | 26.25 | 22.53 | 27.66 | 0.95 | 0.956 | 0.93 | 0.871 | 0.927 | 0.055 | 0.034 | 0.043 | 0.075 | 0.052 | |
| Instant-NGPMulti-scale Training=true, Multi-scale Testing=true2023.11 | 30 | 32.15 | 33.31 | 29.35 | 31.2 | 0.939 | 0.961 | 0.974 | 0.963 | 0.959 | 0.079 | 0.043 | 0.026 | 0.04 | 0.047 | |
| NeRFMulti-scale Training=true, Multi-scale Testing=true2023.11 | 29.9 | 32.13 | 33.4 | 29.47 | 31.23 | 0.938 | 0.959 | 0.973 | 0.962 | 0.958 | 0.074 | 0.04 | 0.024 | 0.039 | 0.044 | |
| 3DGSMulti-scale Training=true, Multi-scale Testing=true2023.11 | 28.79 | 30.66 | 31.64 | 27.98 | 29.77 | 0.943 | 0.962 | 0.972 | 0.96 | 0.96 | 0.065 | 0.038 | 0.025 | 0.031 | 0.04 |