3D Appearance Personalization on Objaverse-XL 30 pairs benchmark
23.45ArtFIDPEGAsus
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PEGAsus2026.02 | 23.45 | 235.9 | 4.67 | 4.37 | |
| PEGAsus2026.02 | 23.45 | 235.9 | 4.67 | 4.37 | |
| StyleSculptoradaptation=rendering both reference appearance and geometry shapes2026.02 | 27.5 | 258.5 | 3.25 | 2.92 | |
| StyleSculptorAdaptation=rendered reference appearance and geometry shapes2026.02 | 27.5 | 258.5 | 3.25 | 2.92 | |
| Paint3Dadaptation=rendering reference appearance shape into input image2026.02 | 29.16 | 280.5 | 3.42 | 2.91 | |
| Paint3DAdaptation=rendered reference appearance shape into input image2026.02 | 29.16 | 280.5 | 3.42 | 2.91 | |
| StyleTexadaptation=rendering reference appearance shape into input image2026.02 | 30.42 | 266.5 | 2.76 | 2.25 | |
| StyleTexAdaptation=rendered reference appearance shape into input image2026.02 | 30.42 | 266.5 | 2.76 | 2.25 |