Novel View Synthesis on LLFF forward-facing scenes
26.73PSNRTensoRF-VM-96
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TensoRF-VM-96Optimization Time=25:43m, Model Size=179.7M, Number of Components=962022.03 | 26.73 | 83.9 | — | — | — | — | — | — | — | — | — | |
| VM-96Bit Precision=8-bit*, Size(MB)=44.722024.03 | 26.66 | — | — | — | — | — | — | — | — | — | — | |
| TensoRF-VM-48Optimization Time=19:44m, Model Size=90.4M, Number of Components=482022.03 | 26.51 | 83.2 | — | — | — | — | — | — | — | — | — | |
| NeRFOptimization Time=35h, Model Size=5.00M2022.03 | 26.5 | 81.1 | — | — | — | — | — | — | — | — | — | |
| VM-96 (640) + DaReNeRFBit Precision=8-bit*, Size(MB)=13.672024.03 | 26.48 | — | — | — | — | — | — | — | — | — | — | |
| VM-48Bit Precision=8-bit*, Size(MB)=22.402024.03 | 26.46 | — | — | — | — | — | — | — | — | — | — | |
| PlenoxelsOptimization Time=24:00m, Model Size=2.59G2022.03 | 26.29 | 82.9 | — | — | — | — | — | — | — | — | — | |
| CNeRFBit Precision=8-bit, Size(MB)=0.962024.03 | 26.15 | — | — | — | — | — | — | — | — | — | — | |
| VM-96 (640) + DWTBit Precision=8-bit*, Size(MB)=1.342024.03 | 25.88 | — | — | — | — | — | — | — | — | — | — | |
| CP-384Bit Precision=8-bit*, Size(MB)=0.642024.03 | 25.51 | — | — | — | — | — | — | — | — | — | — | |
| PREFBit Precision=8-bit*, Size(MB)=9.342024.03 | 24.5 | — | — | — | — | — | — | — | — | — | — | |
| JAXNeRF2022.07 | — | — | 0.086 | 0.207 | 0.247 | 0.108 | 0.266 | 0.156 | 0.143 | 0.173 | 0.173 | |
| JAXNeRF2022.07 | — | — | 0.958 | 0.806 | 0.717 | 0.897 | 0.657 | 0.85 | 0.902 | 0.863 | 0.831 | |
| MobileNeRF2022.07 | — | — | 0.143 | 0.202 | 0.245 | 0.115 | 0.277 | 0.163 | 0.147 | 0.169 | 0.183 | |
| MobileNeRF2022.07 | — | — | 0.943 | 0.808 | 0.711 | 0.891 | 0.647 | 0.839 | 0.9 | 0.864 | 0.825 | |
| NeRF2022.07 | — | — | 0.178 | 0.28 | 0.316 | 0.171 | 0.321 | 0.219 | 0.249 | 0.268 | 0.25 | |
| NeRF2022.07 | — | — | 0.948 | 0.792 | 0.69 | 0.881 | 0.641 | 0.827 | 0.88 | 0.828 | 0.811 | |
| SNERG2022.07 | — | — | 0.133 | 0.198 | 0.252 | 0.125 | 0.255 | 0.167 | 0.157 | 0.176 | 0.183 | |
| SNERG2022.07 | — | — | 0.936 | 0.802 | 0.696 | 0.889 | 0.655 | 0.835 | 0.882 | 0.852 | 0.818 |