Sparse-view 3D Reconstruction on NeRF On-the-go 6-view
24.87PSNRSaveWildGS
Evaluation results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SaveWildGSGPU hrs=2.3, FPS=1102026.04 | 24.87 | 0.789 | 0.229 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Difix3D+GPU hrs=2.5, FPS=1032026.04 | 21.41 | 0.72 | 0.232 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| WildGaussiansGPU hrs=1.5, FPS=1072026.04 | 19.64 | 0.674 | 0.281 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| RobustSplatGPU hrs=0.72, FPS=1042026.04 | 13.7 | 0.425 | 0.575 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GS-WGPU hrs=3.2, FPS=852026.04 | 13.63 | 0.37 | 0.517 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| DroneSplatGPU hrs=0.63, FPS=1132026.04 | 13.41 | 0.351 | 0.457 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Mip-splattingGPU hrs=0.91, FPS=1012026.04 | 13.13 | 0.331 | 0.499 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| 3DGSGPU hrs=0.8, FPS=1032026.04 | 12.9 | 0.309 | 0.51 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| 3DGStraining setting=6-view2026.04 | — | — | — | 14.52 | 0.332 | 0.398 | 9.281 | 0.194 | 0.596 | 15.16 | 0.42 | 0.404 | 12.98 | 0.341 | 0.413 | 14.26 | 0.307 | 0.678 | 11.21 | 0.263 | 0.571 | |
| Difix3D+training setting=6-view2026.04 | — | — | — | 14.06 | 0.595 | 0.334 | 20.09 | 0.629 | 0.282 | 24.33 | 0.814 | 0.212 | 24.13 | 0.789 | 0.158 | 24.07 | 0.778 | 0.181 | 21.75 | 0.717 | 0.227 | |
| DroneSplattraining setting=6-view2026.04 | — | — | — | 12.96 | 0.316 | 0.481 | 11.94 | 0.271 | 0.478 | 15.58 | 0.489 | 0.361 | 13.09 | 0.357 | 0.401 | 14.78 | 0.398 | 0.487 | 12.1 | 0.276 | 0.531 | |
| GS-Wtraining setting=6-view2026.04 | — | — | — | 12.96 | 0.351 | 0.519 | 11.17 | 0.177 | 0.617 | 14.33 | 0.48 | 0.535 | 13.47 | 0.335 | 0.471 | 15.61 | 0.469 | 0.507 | 14.25 | 0.41 | 0.456 | |
| RobustSplatstraining setting=6-view2026.04 | — | — | — | 10.74 | 0.309 | 0.733 | 12.3 | 0.346 | 0.593 | 13.69 | 0.491 | 0.513 | 15.18 | 0.57 | 0.426 | 15.99 | 0.424 | 0.671 | 14.33 | 0.413 | 0.515 | |
| SaveWildGStraining setting=6-view2026.04 | — | — | — | 22.78 | 0.721 | 0.287 | 22.93 | 0.729 | 0.272 | 28.01 | 0.845 | 0.182 | 26.64 | 0.898 | 0.121 | 25.27 | 0.76 | 0.289 | 23.57 | 0.783 | 0.223 | |
| WildGaussianstraining setting=6-view2026.04 | — | — | — | 12.17 | 0.553 | 0.393 | 19.45 | 0.579 | 0.352 | 23.54 | 0.805 | 0.163 | 20.16 | 0.73 | 0.204 | 22.57 | 0.74 | 0.25 | 19.97 | 0.639 | 0.325 |