Novel View Synthesis on DTU 3-view (Object/Full-image Metrics)
0.187LPIPS (Full-image)CVT-xRF (w/ SPARF)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CVT-xRF (w/ SPARF)Pre-trained=true, Setting=Optimized per Scene2024.03 | 0.187 | 0.102 | 0.101 | 0.063 | |
| SPARFPre-trained=true, Setting=Optimized per Scene2024.03 | 0.21 | 0.113 | 0.1 | 0.066 | |
| SPARF*Pre-trained=true, Setting=Optimized per Scene, Note=Rerun with official code2024.03 | 0.21 | 0.113 | 0.101 | 0.066 | |
| CVT-xRF (w/ BARF)Pre-trained=false, Setting=Optimized per Scene2024.03 | 0.219 | 0.119 | 0.124 | 0.071 | |
| FreeNeRFPre-trained=false, Setting=Optimized per Scene2024.03 | 0.318 | 0.146 | 0.182 | 0.098 | |
| RegNeRFPre-trained=false, Setting=Optimized per Scene2024.03 | 0.341 | 0.189 | 0.19 | 0.112 | |
| MVSNeRF ftPre-trained=true, Setting=Trained on DTU and Finetuned per Scene2024.03 | 0.384 | 0.185 | 0.197 | 0.113 | |
| MVSNeRFPre-trained=false, Setting=Trained on DTU and Finetuned per Scene2024.03 | 0.385 | 0.184 | 0.197 | 0.113 | |
| PixelNeRFPre-trained=false, Setting=Trained on DTU and Finetuned per Scene2024.03 | 0.401 | 0.154 | 0.27 | 0.147 | |
| PixelNeRF ftPre-trained=true, Setting=Trained on DTU and Finetuned per Scene2024.03 | 0.456 | 0.185 | 0.269 | 0.125 | |
| DietNeRFPre-trained=true, Setting=Optimized per Scene2024.03 | 0.574 | 0.383 | 0.314 | 0.243 | |
| mip-NeRFPre-trained=false, Setting=Optimized per Scene2024.03 | 0.655 | 0.485 | 0.353 | 0.323 |