Intrinsic Decomposition on HyperSim
22.85Albedo PSNRIDT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IDTView setting=Single-view2025.12 | 22.85 | 0.021 | 84.2 | 18.32 | 0.801 | — | |
| Diffusion RendererNum. Views=242026.03 | 22.2 | — | 78 | — | — | 0.21 | |
| RGBXView setting=Single-view2025.12 | 21.1 | 0.024 | 74.2 | 15.42 | 0.734 | — | |
| AEGIRTime (m)=55.02026.06 | 20.55 | — | 78 | — | — | 0.19 | |
| Marigold Appr.Num. Views=12026.03 | 18.5 | — | 78 | — | — | 0.2 | |
| Marigold Appr. + Geo-IDNum. Views=162026.03 | 18.5 | — | 78 | — | — | 0.2 | |
| Marigold Appr. + Geo-IDNum. Views=322026.03 | 18.5 | — | 78 | — | — | 0.2 | |
| Marigold Appr. + Geo-IDNum. Views=82026.03 | 18.4 | — | 78 | — | — | 0.2 | |
| Marigold Appr. + Geo-IDNum. Views=42026.03 | 18.3 | — | 77 | — | — | 0.21 | |
| GS-IDTime (m)=55.02026.06 | 17.67 | — | 73 | — | — | 0.31 | |
| RGB↔XNum. Views=12026.03 | 17.4 | — | 81 | — | — | 0.18 | |
| RGB↔X + Geo-IDNum. Views=162026.03 | 17.4 | — | 81 | — | — | 0.18 | |
| RGB↔X + Geo-IDNum. Views=82026.03 | 17.3 | — | 81 | — | — | 0.18 | |
| RGB↔X + Geo-IDNum. Views=322026.03 | 17.3 | — | 81 | — | — | 0.18 | |
| RGB↔X + Geo-IDNum. Views=42026.03 | 17.2 | — | 80 | — | — | 0.19 | |
| CIDNum. Views=12026.03 | 17.1 | — | 78 | — | — | 0.21 | |
| IIDView setting=Single-view2025.12 | 15.42 | 0.061 | 78.1 | — | — | — | |
| NeILF++Time (m)=180.02026.06 | 14.95 | — | 66 | — | — | 0.28 | |
| Kocsis et al.Num. Views=12026.03 | 12.1 | — | 72 | — | — | 0.41 | |
| IRGSTime (m)=50.02026.06 | 11.78 | — | 66 | — | — | 0.37 | |
| IRISTime (m)=60.02026.06 | 11.29 | — | 43 | — | — | 0.52 | |
| IDArbNum. Views=12026.03 | 9.4 | — | 62 | — | — | 0.63 |