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Novel View Synthesis on LOM overexposure scenes

19.86PSNR (buu)Luminance-GS++
6.4449.92713.4116.893Feb 20, 2026

Evaluation results

MethodLinks
Luminance-GS++2026.0219.860.8780.30424.610.8880.23721.540.8890.21625.130.8540.19215.920.7620.16621.410.8540.223
Luminance-GS2026.0219.670.8110.31122.630.8560.20721.160.8780.20424.050.8510.21616.040.780.17320.710.8350.222
Aleth-NeRF2026.0216.780.8050.61120.080.820.49917.850.8520.45819.850.7730.39215.910.4770.48318.090.7450.488
MSLT + 3DGSComponent=MSLT and 3DGS integration2026.0216.350.8050.33320.930.8280.27521.650.8470.25924.030.8410.24418.290.7970.19920.250.8240.262
3DGS + MSECComponent=3DGS and MSEC integration2026.0216.030.8060.51720.810.8510.40820.650.8620.39722.10.8260.30518.210.6780.28919.560.8050.382
IAT + 3DGSComponent=IAT and 3DGS integration2026.0215.860.8030.38718.610.830.36717.420.8330.34819.170.8010.23516.740.7310.21917.560.80.311
3DGS + IATComponent=3DGS and IAT integration2026.0215.340.8040.52221.960.8330.29220.230.8720.40222.360.8320.29121.240.7650.22620.230.8210.347
3DGS + MSLTComponent=3DGS and MSLT integration2026.0215.340.7980.47321.690.8230.30423.050.830.31723.370.830.31718.890.7790.21420.390.8150.345
MSEC + 3DGSComponent=MSEC and 3DGS integration2026.0215.080.8040.4416.630.7970.41620.090.8280.33517.570.7390.36816.610.6660.25517.20.7670.363
3DGS2026.026.960.6740.60911.140.790.36210.170.790.3699.580.730.32310.340.6460.2999.640.7260.392