Novel View Synthesis on LOM overexposure scenes
19.86PSNR (buu)Luminance-GS++
Evaluation Results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Luminance-GS++2026.02 | 19.86 | 0.878 | 0.304 | 24.61 | 0.888 | 0.237 | 21.54 | 0.889 | 0.216 | 25.13 | 0.854 | 0.192 | 15.92 | 0.762 | 0.166 | 21.41 | 0.854 | 0.223 | |
| Luminance-GS2026.02 | 19.67 | 0.811 | 0.311 | 22.63 | 0.856 | 0.207 | 21.16 | 0.878 | 0.204 | 24.05 | 0.851 | 0.216 | 16.04 | 0.78 | 0.173 | 20.71 | 0.835 | 0.222 | |
| Aleth-NeRF2026.02 | 16.78 | 0.805 | 0.611 | 20.08 | 0.82 | 0.499 | 17.85 | 0.852 | 0.458 | 19.85 | 0.773 | 0.392 | 15.91 | 0.477 | 0.483 | 18.09 | 0.745 | 0.488 | |
| MSLT + 3DGSComponent=MSLT and 3DGS integration2026.02 | 16.35 | 0.805 | 0.333 | 20.93 | 0.828 | 0.275 | 21.65 | 0.847 | 0.259 | 24.03 | 0.841 | 0.244 | 18.29 | 0.797 | 0.199 | 20.25 | 0.824 | 0.262 | |
| 3DGS + MSECComponent=3DGS and MSEC integration2026.02 | 16.03 | 0.806 | 0.517 | 20.81 | 0.851 | 0.408 | 20.65 | 0.862 | 0.397 | 22.1 | 0.826 | 0.305 | 18.21 | 0.678 | 0.289 | 19.56 | 0.805 | 0.382 | |
| IAT + 3DGSComponent=IAT and 3DGS integration2026.02 | 15.86 | 0.803 | 0.387 | 18.61 | 0.83 | 0.367 | 17.42 | 0.833 | 0.348 | 19.17 | 0.801 | 0.235 | 16.74 | 0.731 | 0.219 | 17.56 | 0.8 | 0.311 | |
| 3DGS + IATComponent=3DGS and IAT integration2026.02 | 15.34 | 0.804 | 0.522 | 21.96 | 0.833 | 0.292 | 20.23 | 0.872 | 0.402 | 22.36 | 0.832 | 0.291 | 21.24 | 0.765 | 0.226 | 20.23 | 0.821 | 0.347 | |
| 3DGS + MSLTComponent=3DGS and MSLT integration2026.02 | 15.34 | 0.798 | 0.473 | 21.69 | 0.823 | 0.304 | 23.05 | 0.83 | 0.317 | 23.37 | 0.83 | 0.317 | 18.89 | 0.779 | 0.214 | 20.39 | 0.815 | 0.345 | |
| MSEC + 3DGSComponent=MSEC and 3DGS integration2026.02 | 15.08 | 0.804 | 0.44 | 16.63 | 0.797 | 0.416 | 20.09 | 0.828 | 0.335 | 17.57 | 0.739 | 0.368 | 16.61 | 0.666 | 0.255 | 17.2 | 0.767 | 0.363 | |
| 3DGS2026.02 | 6.96 | 0.674 | 0.609 | 11.14 | 0.79 | 0.362 | 10.17 | 0.79 | 0.369 | 9.58 | 0.73 | 0.323 | 10.34 | 0.646 | 0.299 | 9.64 | 0.726 | 0.392 |