Text-to-3D Generation on Ten Industrial Object Categories User Study
1Rank (G. LED)ForgeDreamer
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ForgeDreamer2026.03 | 1 | 1 | 1 | 1 | 1 | 3 | 3 | 1 | 2 | 2 | 1.6 | |
| LucidDreamerLoRA Usage=w/LoRA2026.03 | 2 | 3 | 3 | 3 | 4 | 6 | 5 | 4 | 3 | 5 | 3.8 | |
| DreamFusionLoRA Usage=w/ LoRA2026.03 | 3 | 5 | 2 | 2 | 2 | 2 | 4 | 2 | 1 | 1 | 2.4 | |
| LucidDreamerLoRA Usage=w/o LoRA2026.03 | 4 | 2 | 4 | 4 | 3 | 5 | 2 | 3 | 6 | 7 | 4 | |
| DreamFusionLoRA Usage=w/o LoRA2026.03 | 5 | 4 | 5 | 5 | 5 | 1 | 1 | 5 | 5 | 4 | 4 | |
| RichDreamerLoRA Usage=w/o LoRA2026.03 | 6 | 6 | 6 | 6 | 6 | 4 | 6 | 6 | 4 | 3 | 5.3 | |
| ProlificDreamerLoRA Usage=w/o LoRA2026.03 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 6 | 6.9 |