Novel View Synthesis on H+S scenes
20.03PSNR (Bicycle)NimbusGS
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NimbusGS2026.03 | 20.03 | 0.644 | 0.278 | 24.81 | 0.751 | 0.194 | 23.82 | 0.859 | 0.12 | 24.81 | 0.845 | 0.107 | 23.36 | 0.774 | 0.174 | |
| NimbusGS2026.03 | 19.71 | 0.651 | 0.321 | 22.96 | 0.727 | 0.2 | 21.87 | 0.836 | 0.151 | 22.17 | 0.722 | 0.229 | 21.67 | 0.734 | 0.225 | |
| RainyScape2026.03 | 19.57 | 0.614 | 0.285 | 24.25 | 0.729 | 0.216 | 22.12 | 0.805 | 0.127 | 24.07 | 0.808 | 0.117 | 22.5 | 0.739 | 0.186 | |
| RobustSplat2026.03 | 19.56 | 0.588 | 0.348 | 23.7 | 0.718 | 0.271 | 18.99 | 0.701 | 0.295 | 22.86 | 0.785 | 0.244 | 21.27 | 0.698 | 0.289 | |
| 3DGS2026.03 | 19.25 | 0.59 | 0.332 | 23.39 | 0.714 | 0.245 | 18.29 | 0.685 | 0.306 | 22.79 | 0.765 | 0.241 | 20.93 | 0.688 | 0.281 | |
| NimbusGS2026.03 | 19.11 | 62.5 | 0.251 | 23.15 | 70.9 | 0.232 | 21.48 | 83.9 | 0.136 | 23.5 | 80.9 | 0.116 | 21.81 | 74.5 | 0.183 | |
| DerainNeRF2026.03 | 18.37 | 0.533 | 0.369 | 23.12 | 0.712 | 0.295 | 18.62 | 0.675 | 0.297 | 22.89 | 0.762 | 0.255 | 20.75 | 0.67 | 0.304 | |
| WeatherGS2026.03 | 17.92 | 57.9 | 0.312 | 14.34 | 56.6 | 0.419 | 13.82 | 57.1 | 0.407 | 15.57 | 53.6 | 0.339 | 15.41 | 56.3 | 0.369 | |
| WeatherGS2026.03 | 17.47 | 0.539 | 0.413 | 20.71 | 0.618 | 0.442 | 19.11 | 0.562 | 0.364 | 22.01 | 0.733 | 0.243 | 19.82 | 0.613 | 0.365 | |
| RobustSplat2026.03 | 17.41 | 55.6 | 0.323 | 14.17 | 55.2 | 0.416 | 13.86 | 60 | 0.275 | 15.34 | 63.7 | 0.224 | 15.19 | 58.6 | 0.309 | |
| RainyScape2026.03 | 17.33 | 56.7 | 0.256 | 14.52 | 60 | 0.369 | 14.08 | 63.1 | 0.241 | 15.75 | 64.1 | 0.211 | 15.42 | 60.9 | 0.269 | |
| 3DGS2026.03 | 17.19 | 55.4 | 0.327 | 14.21 | 50.7 | 0.411 | 13.87 | 60.1 | 0.282 | 15.16 | 61.5 | 0.261 | 15.1 | 56.9 | 0.32 | |
| DerainNeRF2026.03 | 17.12 | 55.8 | 0.331 | 14.32 | 57.6 | 0.378 | 14.12 | 61.1 | 0.279 | 15.16 | 61.7 | 0.288 | 15.18 | 59 | 0.319 | |
| OR+3DGS2026.03 | 17.01 | 0.552 | 0.353 | 20.28 | 0.636 | 0.311 | 18.43 | 0.698 | 0.3 | 20.11 | 0.637 | 0.338 | 18.95 | 0.63 | 0.325 | |
| OR+3DGS2026.03 | 16.91 | 0.533 | 0.368 | 24.02 | 0.713 | 0.252 | 22.13 | 0.757 | 0.219 | 24.35 | 0.814 | 0.177 | 21.85 | 0.704 | 0.254 | |
| WaterSplatting2026.03 | 16.69 | 0.537 | 0.36 | 17.42 | 0.592 | 0.312 | 14.71 | 0.602 | 0.307 | 14.45 | 0.518 | 0.309 | 15.81 | 0.562 | 0.322 | |
| RainyScape2026.03 | 16.66 | 0.504 | 0.387 | 18.22 | 0.653 | 0.267 | 14.75 | 0.642 | 0.268 | 14.65 | 0.527 | 0.306 | 16.07 | 0.581 | 0.307 | |
| WaterSplatting2026.03 | 16.47 | 53 | 0.325 | 14.1 | 51.2 | 0.422 | 14.42 | 61.3 | 0.276 | 15.37 | 62.3 | 0.251 | 15.09 | 56.9 | 0.318 | |
| RobustSplat2026.03 | 16.28 | 0.498 | 0.379 | 17.43 | 0.603 | 0.322 | 13.97 | 0.542 | 0.404 | 13.63 | 0.443 | 0.429 | 15.32 | 0.521 | 0.383 | |
| OR+3DGS2026.03 | 16.24 | 47.5 | 0.396 | 23.09 | 69.3 | 0.295 | 21.34 | 81.8 | 0.178 | 23.25 | 80.1 | 0.159 | 20.98 | 69.6 | 0.257 | |
| DerainNeRF2026.03 | 16.1 | 0.499 | 0.401 | 16.27 | 0.556 | 0.35 | 14.29 | 0.583 | 0.372 | 14.31 | 0.503 | 0.407 | 15.24 | 0.535 | 0.382 | |
| WeatherGS2026.03 | 15.94 | 0.479 | 0.414 | 17.56 | 0.509 | 0.436 | 14.62 | 0.569 | 0.395 | 14.6 | 0.533 | 0.405 | 15.68 | 0.522 | 0.412 | |
| SeaSplat2026.03 | 15.73 | 52.5 | 0.348 | 14.66 | 51.3 | 0.4 | 13.98 | 62.6 | 0.247 | 15.18 | 62.5 | 0.339 | 14.88 | 57.2 | 0.333 | |
| SeaSplat2026.03 | 15.48 | 0.523 | 0.354 | 13.56 | 0.558 | 0.359 | 14.64 | 0.621 | 0.329 | 14.58 | 0.564 | 0.324 | 14.56 | 0.566 | 0.341 | |
| 3DGS2026.03 | 15.24 | 0.491 | 0.37 | 15.95 | 0.53 | 0.376 | 13.9 | 0.534 | 0.406 | 13.58 | 0.445 | 0.428 | 14.66 | 0.5 | 0.395 |