Scene Synthesis on Small-Edge Computing Scale (test)
1.251PUEPhythesis (Full)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Phythesis (Full)Type=Iterative, Backbone=I-LM2025.12 | 1.251 | 0.929 | |
| ABL (w/o phy)Type=Iterative, Backbone=I-LM2025.12 | 1.278 | 0.903 | |
| Phythesis (Full)Type=Iterative, Backbone=R-LM2025.12 | 1.285 | 0.997 | |
| ABL (w/o reflect, phy)Type=Iterative, Backbone=I-LM2025.12 | 1.303 | 0.849 | |
| ABL (w/o design, phy)Type=Iterative, Backbone=I-LM2025.12 | 1.306 | 0.667 | |
| ABL (w/o phy)Type=Iterative, Backbone=R-LM2025.12 | 1.316 | 0.973 | |
| ABL (w/o design, phy)Type=Iterative, Backbone=R-LM2025.12 | 1.381 | 0.677 | |
| Vanilla LLMType=Direct, Backbone=I-LM2025.12 | 1.473 | 0.74 | |
| ABL (w/o reflect, phy)Type=Iterative, Backbone=R-LM2025.12 | 1.57 | 0.84 | |
| Vanilla LLMType=Direct, Backbone=R-LM2025.12 | 1.628 | 0.947 | |
| ABL (w/o llm)Type=Iterative, Backbone=I-LM2025.12 | 1.659 | 0.539 | |
| EAType=Iterative, Backbone=I-LM2025.12 | 1.796 | 0.624 | |
| RandomType=Direct, Backbone=I-LM2025.12 | 1.8 | 0.293 |