Novel View Synthesis on DTU 9-view (Object/Full-image Metrics)
0.074Full-image LPIPSCVT-xRF (w/ SPARF)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CVT-xRF (w/ SPARF)Pre-trained=true, Setting=Optimized per Scene2024.03 | 0.074 | 0.035 | 0.045 | 0.026 | |
| SPARFPre-trained=true, Setting=Optimized per Scene2024.03 | 0.08 | 0.04 | 0.04 | 0.026 | |
| SPARF*Pre-trained=true, Setting=Optimized per Scene, Note=Rerun with official code2024.03 | 0.08 | 0.04 | 0.04 | 0.026 | |
| CVT-xRF (w/ BARF)Pre-trained=false, Setting=Optimized per Scene2024.03 | 0.087 | 0.039 | 0.05 | 0.028 | |
| RegNeRFPre-trained=false, Setting=Optimized per Scene2024.03 | 0.184 | 0.079 | 0.089 | 0.047 | |
| FreeNeRFPre-trained=false, Setting=Optimized per Scene2024.03 | 0.187 | 0.068 | 0.096 | 0.046 | |
| mip-NeRFPre-trained=false, Setting=Optimized per Scene2024.03 | 0.209 | 0.098 | 0.092 | 0.056 | |
| DietNeRFPre-trained=true, Setting=Optimized per Scene2024.03 | 0.277 | 0.098 | 0.173 | 0.068 | |
| MVSNeRF ftPre-trained=true, Setting=Trained on DTU and Finetuned per Scene2024.03 | 0.278 | 0.113 | 0.135 | 0.069 | |
| MVSNeRFPre-trained=false, Setting=Trained on DTU and Finetuned per Scene2024.03 | 0.28 | 0.114 | 0.135 | 0.068 | |
| PixelNeRFPre-trained=false, Setting=Trained on DTU and Finetuned per Scene2024.03 | 0.323 | 0.105 | 0.22 | 0.1 | |
| PixelNeRF ftPre-trained=true, Setting=Trained on DTU and Finetuned per Scene2024.03 | 0.338 | 0.117 | 0.203 | 0.09 |