Compositional 3D scene synthesis on 30 multi-object scenes (test)
0.3326Mean CLIP ScoreGraphDreamer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GraphDreamerScene graph conditioning=true, Guidance model=DeepFloyd-IF & Stable Diffusion, Optimization steps=20K2023.11 | 0.3326 | 0.0252 | |
| Magic3DScene graph conditioning=false, Guidance model=DeepFloyd-IF & Stable Diffusion, Optimization steps=20K2023.11 | 0.3267 | 0.0362 | |
| MVDreamScene graph conditioning=false, Guidance model=MVDream-sd-v2.1-base-4view, Optimization steps=20K2023.11 | 0.3102 | 0.0061 | |
| GraphDreamer (w/o graph)Scene graph conditioning=false, Guidance model=DeepFloyd-IF & Stable Diffusion, Optimization steps=20K2023.11 | 0.3019 | 0.0254 |