Novel Scene Relighting on Stanford-ORB 1.0 (test)
26.01PSNR-HNeural-PBIR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Neural-PBIR2023.04 | 26.01 | 33.26 | 97.9 | 0.023 | |
| Neural-PBIRCategory=Single-Scene Opt., Runtime (Time hr.)=~12025.03 | 26.01 | 33.26 | 97.9 | 0.023 | |
| Neural-PBIRMethod Category=Optimization-based2025.04 | 26.01 | 33.26 | 97.9 | 0.023 | |
| LIRM-diff 3rdMethod Category=Predictive, Input configuration=3rd set2025.04 | 25.09 | 32.45 | 97.2 | 0.025 | |
| LIRM-diff 1stMethod Category=Predictive, Input configuration=1st set2025.04 | 24.76 | 32.11 | 97.1 | 0.027 | |
| LIRM-NDE 3rdMethod Category=Predictive, Input configuration=3rd set2025.04 | 24.6 | 32.05 | 97.1 | 0.025 | |
| TwinnerCategory=Predictive, Runtime (Time hr.)=0.0062025.03 | 24.55 | 31.61 | 96.9 | 0.038 | |
| NVDiffRecMC2023.04 | 24.43 | 31.6 | 97.2 | 0.036 | |
| NVDiffRecMCCategory=Single-Scene Opt., Runtime (Time hr.)=~22025.03 | 24.43 | 31.6 | 97.2 | 0.036 | |
| NVDiffrecMcMethod Category=Optimization-based2025.04 | 24.43 | 31.6 | 97.2 | 0.036 | |
| LIRM-NDE 1stMethod Category=Predictive, Input configuration=1st set2025.04 | 24.25 | 31.63 | 96.9 | 0.028 | |
| Twinner (w/o Shading Loss)Category=Predictive, Runtime (Time hr.)=0.0042025.03 | 23.89 | 30.85 | 96.7 | 0.042 | |
| InvRender2023.04 | 23.76 | 30.83 | 97 | 0.046 | |
| InvRenderCategory=Single-Scene Opt., Runtime (Time hr.)=~32025.03 | 23.76 | 30.83 | 97 | 0.046 | |
| InvRenderMethod Category=Optimization-based2025.04 | 23.76 | 30.83 | 97 | 0.046 | |
| NeRFactor2023.04 | 23.54 | 30.38 | 96.9 | 0.048 | |
| NeRFactorCategory=Single-Scene Opt., Runtime (Time hr.)=>202025.03 | 23.54 | 30.38 | 96.9 | 0.048 | |
| Twinner (w/o ZeroVerse)Category=Predictive, Runtime (Time hr.)=0.0062025.03 | 23.53 | 30.31 | 96.5 | 0.048 | |
| NeRD2023.04 | 23.29 | 29.65 | 95.7 | 0.059 | |
| NeRDCategory=Single-Scene Opt., Runtime (Time hr.)=>202025.03 | 23.29 | 29.65 | 95.7 | 0.059 | |
| NVDiffRec2023.04 | 22.91 | 29.72 | 96.3 | 0.039 | |
| NVDiffRecCategory=Single-Scene Opt., Runtime (Time hr.)=~12025.03 | 22.91 | 29.72 | 96.3 | 0.039 | |
| PhySG2023.04 | 21.81 | 28.11 | 96 | 0.055 | |
| PhySGCategory=Single-Scene Opt., Runtime (Time hr.)=~32025.03 | 21.81 | 28.11 | 96 | 0.055 | |
| MetaLRMCategory=Predictive, Runtime (Time hr.)=0.0042025.03 | 21.5 | 28.06 | 95.7 | 0.052 | |
| MetaLRMMethod Category=Predictive2025.04 | 21.46 | 28 | 95.6 | 0.045 |