| MAW | | Intensity (×100)3.11 | | 26 | 1mo ago |
| ARAP | PRISM-X | LMSE0.02 | | 19 | 3mo ago |
| MII dataset | nvdiffrec-mc | PSNR29.72 | | 14 | 3mo ago |
| IIW v1.1 (test) | | WHDR 10%12.8 | | 11 | 3mo ago |
| ARAP (test) | FlowIID | LMSE0.021 | | 11 | 3mo ago |
| InteriorVerse (test) | PRISM-X | PSNR20.7 | | 10 | 3mo ago |
| Synthetic Dataset (val) | Uni-Renderer | PSNR23.2 | | 10 | 3mo ago |
| Synthetic Dataset (test) | TensoIR (rotated multi-light) | PSNR29.672 | | 10 | 3mo ago |
| Novel Synthetic Benchmark Golden Bay ↓ Dam Wall | LumiMotion | PSNR27.929 | | 9 | 1mo ago |
| Novel Synthetic Benchmark Chapel Day ↓ Golden Bay | LumiMotion | PSNR30.838 | | 9 | 1mo ago |
| Novel Synthetic Benchmark Dam Wall ↓ Harbour Sunset | LumiMotion | PSNR27.268 | | 9 | 1mo ago |
| Synthetic | GeoRelight | PSNR28.07 | | 8 | 8d ago |
| SynRotLight Counter (test) | RotLight | PSNR27.098 | | 7 | 3mo ago |
| SynRotLight Toy (test) | RotLight | PSNR34.073 | | 7 | 3mo ago |
| SynRotLight Table (test) | RotLight | PSNR28.621 | | 7 | 3mo ago |
| SynRotLight Hotdog (test) | RotLight | PSNR29.227 | | 7 | 3mo ago |
| InteriorVerse 91 | DiffusionRenderer | PSNR22.4 | | 7 | 3mo ago |
| Synthetic Scenes hotdog, ficus, lego, and drums (novel views) | NeRFactor (using microfacet) | PSNR29.1608 | | 7 | 3mo ago |
| TensoIR | SGS-Intrinsic | PSNR25.65 | | 6 | 2mo ago |
| Synthetic dataset | NVDIFFREC | PSNR21.2551 | | 6 | 3mo ago |
| Synthetic Scenes (test) | InvRender | PSNR24.1608 | | 6 | 3mo ago |
| Hypersim (test) | StableMTL | RMSE0.2366 | | 5 | 1mo ago |
| MID | StableMTL | RMSE0.2016 | | 5 | 1mo ago |
| TensoIR Synthetic | GS-IR | PSNR30.286 | | 5 | 3mo ago |
| COSy | derender3d | SIE0.075 | | 5 | 3mo ago |
