Text-to-3D Customization on CIVC Single-concept V1-V30 1.0 (test)
69.03IACCDM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CCDM#Params=4.23M2026.06 | 69.03 | 71.25 | 2.89 | 1.49 | |
| CIDM#Params=6.43M2026.06 | 68.15 | 70.32 | 4.67 | 2.03 | |
| CLoRA#Params=6.29M2026.06 | 67.44 | 69.71 | 5.45 | 3.04 | |
| L2DM#Params=6.29M2026.06 | 67.25 | 70.25 | 5.18 | 2.29 | |
| CPG#Params=6.29M2026.06 | 66.48 | 69.37 | 6.89 | 4.01 | |
| LWF#Params=6.29M2026.06 | 66.38 | 69.4 | 7.16 | 3.48 | |
| EWC#Params=6.29M2026.06 | 65.81 | 70.18 | 8.05 | 2.54 | |
| LoRA-C#Params=6.29M2026.06 | 65.58 | 70.37 | 7.49 | 2.45 | |
| LoRA-M#Params=6.29M2026.06 | 65.43 | 70.05 | 8.04 | 2.38 | |
| Finetuning#Params=6.29M2026.06 | 60.98 | 61.34 | 11.48 | 9.56 |