Novel View Synthesis on HM3D
28.293PSNRSplatter-360
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Splatter-360Training Protocol=Trained on panoramic dataset2024.12 | 28.293 | 0.875 | 0.155 | |
| MVSplatTraining Protocol=Trained on panoramic dataset2024.12 | 27.179 | 0.851 | 0.176 | |
| PanoGRFTraining Protocol=Original pre-trained2024.12 | 25.631 | 0.813 | 0.268 | |
| MV-DUSt3R+_oracleNumber of views=4, Global Optimization (CO)=false2024.12 | 21.4 | 0.066 | 1.5 | |
| MV-DUSt3R_oracleNumber of views=4, Global Optimization (CO)=false2024.12 | 21 | 0.065 | 1.6 | |
| MV-DUSt3R+_oracleNumber of views=12, Global Optimization (CO)=false2024.12 | 20.4 | 0.061 | 2 | |
| DepthSplatTraining Protocol=Original pre-trained2024.12 | 20.224 | 0.695 | 0.383 | |
| MV-DUSt3R+Number of views=4, Global Optimization (CO)=false2024.12 | 20.2 | 0.061 | 1.9 | |
| MV-DUSt3RNumber of views=4, Global Optimization (CO)=false2024.12 | 19.9 | 0.06 | 2 | |
| MV-DUSt3R_oracleNumber of views=12, Global Optimization (CO)=false2024.12 | 19.9 | 0.059 | 2.2 | |
| MV-DUSt3R+Number of views=12, Global Optimization (CO)=false2024.12 | 19.4 | 0.058 | 2.4 | |
| MV-DUSt3R+_oracleNumber of views=24, Global Optimization (CO)=false2024.12 | 19 | 0.056 | 2.9 | |
| MV-DUSt3RNumber of views=12, Global Optimization (CO)=false2024.12 | 18.9 | 0.056 | 2.7 | |
| MV-DUSt3R_oracleNumber of views=24, Global Optimization (CO)=false2024.12 | 18.5 | 0.055 | 3.1 | |
| MV-DUSt3R+Number of views=24, Global Optimization (CO)=false2024.12 | 18.4 | 0.054 | 3.2 | |
| MV-DUSt3RNumber of views=24, Global Optimization (CO)=false2024.12 | 17.8 | 0.053 | 3.6 | |
| MVSplatTraining Protocol=Original pre-trained2024.12 | 17.574 | 0.636 | 0.441 | |
| HiSplatTraining Protocol=Original pre-trained2024.12 | 17.268 | 0.624 | 0.488 | |
| DUSt3RNumber of views=4, Global Optimization (CO)=true2024.12 | 16 | 0.05 | 3.7 | |
| DUSt3RNumber of views=12, Global Optimization (CO)=true2024.12 | 15.1 | 0.044 | 4.9 | |
| DUSt3RNumber of views=24, Global Optimization (CO)=true2024.12 | 14.3 | 0.042 | 5.6 |