Novel View Synthesis on HyperNeRF (vrig)
25.5PSNRGS-DMSR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GS-DMSRrendering_resolution=960×540, training_time=26 mins, FPS=282026.01 | 25.5 | 0.853 | |
| 4D-GSRendering Resolution=960x540, Training Time=30 mins, FPS=34, Storage (MB)=612023.10 | 25.2 | 0.845 | |
| 4D-GSrendering_resolution=960×540, training_time=30 mins, FPS=342026.01 | 25.2 | 0.845 | |
| 4DGSTraining time=1.2 hour, Rendering speed (FPS)=24.9, Storage (MB)=61, GPU=NVIDIA RTX 30902025.01 | 25 | 0.838 | |
| MoDec-GSTraining time=1.2 hour, Rendering speed (FPS)=23.8, Storage (MB)=28, GPU=NVIDIA RTX A60002025.01 | 25 | 0.836 | |
| V4DRendering Resolution=960x540, Training Time=5.5 hours, FPS=0.29, Storage (MB)=3772023.10 | 24.8 | 0.832 | |
| V4DTraining time=5.5 hours, Rendering speed (FPS)=0.29, Storage (MB)=3772025.01 | 24.8 | 0.832 | |
| V4Drendering_resolution=960×540, training_time=5.5 hours, FPS=0.292026.01 | 24.8 | 0.832 | |
| TiNeuVox-BRendering Resolution=960x540, Training Time=30 mins, FPS=1, Storage (MB)=482023.10 | 24.3 | 0.836 | |
| TiNeuVox-BTraining time=30 mins, Rendering speed (FPS)=1, Storage (MB)=48, GPU=NVIDIA RTX 30902025.01 | 24.3 | 0.836 | |
| TiNeuVox-Brendering_resolution=960×540, training_time=30 mins, FPS=12026.01 | 24.3 | 0.836 | |
| FFDNeRFRendering Resolution=960x540, FPS=0.05, Storage (MB)=4402023.10 | 24.2 | 0.842 | |
| FFDNERFRendering speed (FPS)=0.05, Storage (MB)=440, GPU=NVIDIA RTX 30902025.01 | 24.2 | 0.842 | |
| FFDNeRFrendering_resolution=960×540, FPS=0.052026.01 | 24.2 | 0.842 | |
| HyperNeRFRendering Resolution=960x540, Training Time=32 hours, FPS=< 12023.10 | 22.4 | 0.814 | |
| HyperNeRFTraining time=32 hours, Rendering speed (FPS)=<1, GPU=NVIDIA RTX 30902025.01 | 22.4 | 0.814 | |
| HyperNeRFrendering_resolution=960×540, training_time=32 hours, FPS=< 12026.01 | 22.4 | 0.814 | |
| NerfiesRendering Resolution=960x540, Training Time=~ hours, FPS=< 12023.10 | 22.2 | 0.803 | |
| NerfiesTraining time=~ hours, Rendering speed (FPS)=<1, GPU=NVIDIA RTX 30902025.01 | 22.2 | 0.803 | |
| Nerfiesrendering_resolution=960×540, training_time=~ hours, FPS=< 12026.01 | 22.2 | 0.803 | |
| 3D-GSRendering Resolution=960x540, Training Time=40 mins, FPS=55, Storage (MB)=522023.10 | 19.7 | 0.68 | |
| 3DGSTraining time=40 mins, Rendering speed (FPS)=55, Storage (MB)=52, GPU=NVIDIA RTX 30902025.01 | 19.7 | 0.68 | |
| 3D-GSrendering_resolution=960×540, training_time=40 mins, FPS=552026.01 | 19.7 | 0.68 |