Indoor Scenes
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Color Constancy | Indoor Scenes (IN) | ΔCCI (%)-88.304 | 32 | |
| Unconditional Generation | Indoor Scenes Dining | FID138.32 | 4 | |
| Completion | Indoor Scenes Dining | iRecall (%)0.5356 | 4 | |
| Re-arrangement | Indoor Scenes Dining | iRecall62 | 4 | |
| Stylization | Indoor Scenes Dining | Delta (1e-3)-0.31 | 4 | |
| Unconditional Generation | Indoor Scenes Living | FID117.59 | 4 | |
| Completion | Indoor Scenes Living | iRecall44.49 | 4 | |
| Re-arrangement | Indoor Scenes Living | iRecall58.16 | 4 | |
| Stylization | Indoor Scenes Living | Delta (x 1e-3)0.38 | 4 | |
| Unconditional Generation | Indoor Scenes (Bed) | FID124.81 | 4 | |
| Completion | Indoor Scenes (Bed) | iRecall (%)67.97 | 4 | |
| Re-arrangement | Indoor Scenes (Bed) | iRecall77.26 | 4 | |
| 3D scene generation | Indoor Scenes | CLIP-S0.9639 | 2 | |
| Layout-to-Object | Indoor Scenes Dining | FID98.64 | 2 | |
| Layout-to-Object | Indoor Scenes Living | FID86.07 | 2 | |
| Layout-to-Object | Indoor Scenes Bed | FID62.68 | 2 |
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