Inference Efficiency on Synthetic Lego scene (test)
4Storage (MB)D-NeRF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| D-NeRF2023.03 | 4 | 8,150 | |
| NeRF2023.03 | 5 | 2,950 | |
| NSFF2023.03 | 14.17 | 5,450 | |
| HyperNeRF2023.03 | 15.36 | 2,900 | |
| TiNeuVox-S2023.03 | 23.7 | 3,280 | |
| TiNeuVox-B2023.03 | 23.7 | 6,920 | |
| DyLiNtwo MLPs=excluded, fine-tuning=false2023.03 | 68.04 | 115.4 | |
| DyLiNtwo MLPs=excluded, fine-tuning=true2023.03 | 68.04 | 115.4 | |
| DyLiNfine-tuning=false2023.03 | 70.11 | 116 | |
| DyLiNfine-tuning=true2023.03 | 70.11 | 116 | |
| DyLiNpointwise deformation MLP=only, fine-tuning=false2023.03 | 72.6 | 115.7 | |
| DyLiNpointwise deformation MLP=only, fine-tuning=true2023.03 | 72.6 | 115.7 | |
| DirectVoxGo2023.03 | 205 | 1,090 | |
| NV2023.03 | 439 | 74.9 | |
| Plenoxels2023.03 | 717 | 50 |