Novel View Synthesis on FisheyeNeRF (train)
0.8593SSIM (Globe)Fisheye-GS**
Evaluation results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Fisheye-GS**pre-process data=required before training2026.04 | 0.8593 | 26.9145 | 0.2245 | 0.823 | 26.8117 | 0.2242 | 0.8384 | 26.9748 | 0.2604 | 0.8022 | 24.45 | 0.2285 | 0.8223 | 24.9219 | 0.2888 | 0.7643 | 20.9969 | 0.3681 | 0.8183 | 25.1783 | 0.2658 | |
| 3DGS*undistorted inputs, fisheye output=true2026.04 | 0.8587 | 26.9129 | 0.2223 | 0.8108 | 26.6751 | 0.2129 | 0.8356 | 26.4027 | 0.2502 | 0.8187 | 24.5977 | 0.214 | 0.8163 | 25.6968 | 0.2666 | 0.8036 | 22.9437 | 0.2924 | 0.824 | 25.5382 | 0.2431 | |
| DirectFisheye-GS2026.04 | 0.8351 | 26.6411 | 0.2111 | 0.8066 | 26.6411 | 0.2228 | 0.8259 | 27.078 | 0.2491 | 0.7802 | 24.1444 | 0.2335 | 0.8178 | 25.5095 | 0.2717 | 0.9049 | 27.4988 | 0.189 | 0.8284 | 26.2522 | 0.2295 | |
| 3DGUT2026.04 | 0.82 | 26.086 | 0.325 | 0.773 | 25.441 | 0.297 | 0.805 | 26.073 | 0.353 | 0.734 | 23.325 | 0.337 | 0.789 | 24.539 | 0.384 | 0.891 | 26.238 | 0.278 | 0.802 | 25.2837 | 0.329 | |
| Self-Cali-GS2026.04 | 0.7428 | 24.6431 | 0.4628 | 0.7162 | 24.4566 | 0.4955 | 0.7638 | 24.9037 | 0.4702 | 0.6458 | 22.1389 | 0.5398 | 0.8023 | 24.6079 | 0.3839 | 0.8048 | 23.3 | 0.3522 | 0.746 | 24.0084 | 0.4507 | |
| 3DGS2026.04 | 0.6355 | 19.8407 | 0.5273 | 0.5306 | 18.0784 | 0.5122 | 0.6491 | 19.3742 | 0.5388 | 0.5412 | 18.1212 | 0.5362 | 0.6842 | 19.8638 | 0.5045 | 0.6338 | 17.7938 | 0.5179 | 0.6124 | 18.8454 | 0.5228 |