Neural Radiance Field Reconstruction on NeRF-synthetic (test)
4.6TimeNGP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NGPBatchSize=10k∼85k, Steps=30k, customized Cuda kernels=true2022.05 | 4.6 | 32.63 | 92.1 | 87.3 | |
| SRNcustomized Cuda kernels=false2022.05 | 10 | 22.26 | 84.6 | — | |
| PlenoxelsBatchSize=5000, Steps=128k, customized Cuda kernels=true2022.05 | 11.4 | 31.71 | 95.8 | 778.1 | |
| SNeRGBatchSize=8192, Steps=250k, customized Cuda kernels=false2022.05 | 15 | 30.38 | 95 | 1,771.5 | |
| PlenOctreesBatchSize=1024, Steps=200k, customized Cuda kernels=true2022.05 | 15 | 31.71 | 95.8 | 1,976.3 | |
| DVGOBatchSize=5000, Steps=30k, customized Cuda kernels=false2022.05 | 15 | 31.95 | 95.7 | 612.1 | |
| TensoRFBatchSize=4096, Steps=30k, customized Cuda kernels=false2022.05 | 17.4 | 33.14 | 96.3 | 71.8 | |
| PREF-128BatchSize=4096, Steps=30k, customized Cuda kernels=false2022.05 | 18 | 32.08 | 95.2 | 34.4 | |
| PREF-64BatchSize=4096, Steps=30k, customized Cuda kernels=false2022.05 | 18 | 31.18 | 95 | 9.84 | |
| PREF-32BatchSize=4096, Steps=30k, customized Cuda kernels=false2022.05 | 18 | 29.83 | 94 | 2.28 | |
| NeRFBatchSize=4096, Steps=300k, customized Cuda kernels=false2022.05 | 35 | 31.01 | 94.7 | 5 | |
| NSVFBatchSize=8192, Steps=150k, customized Cuda kernels=false2022.05 | 48 | 31.75 | 95 | — |