Novel View Synthesis on LLFF (3 train views)
20.77PSNRSCGaussian
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SCGaussianApproach=3DGS-based, Training views=32024.11 | 20.77 | 0.705 | 0.218 | 0.105 | — | |
| FSGSApproach=3DGS-based, Training views=32024.11 | 20.43 | 0.682 | 0.248 | — | — | |
| SparseNeRFApproach=NeRF-based, Training views=32024.11 | 19.86 | 0.624 | 0.328 | 0.127 | — | |
| FreeNeRFApproach=NeRF-based, Training views=32024.11 | 19.63 | 0.612 | 0.308 | 0.134 | — | |
| RoMa + Dense-SfMSfM Initialization=RoMa+Ours, Training Views=3, Pipeline=FSGS [77]2025.01 | 19.27 | 0.66 | 0.332 | — | 0.0697 | |
| DNGaussianApproach=3DGS-based, Training views=32024.11 | 19.12 | 0.591 | 0.294 | 0.132 | — | |
| RegNeRFApproach=NeRF-based, Training views=32024.11 | 19.08 | 0.587 | 0.336 | 0.149 | — | |
| LoFTR+DFSfMSfM Initialization=LoFTR+DFSfM, Training Views=3, Pipeline=FSGS [77]2025.01 | 18.63 | 0.633 | 0.358 | — | 0.075 | |
| SIFTSfM Initialization=SIFT, Training Views=3, Pipeline=FSGS [77]2025.01 | 18.41 | 0.612 | 0.377 | — | 0.0784 | |
| 3DGSApproach=3DGS-based, Training views=32024.11 | 16.46 | 0.44 | 0.401 | 0.192 | — | |
| Mip-NeRFApproach=NeRF-based, Training views=32024.11 | 14.62 | 0.351 | 0.495 | 0.246 | — |