Geometric Reconstruction on Objaverse PBR
82.49Chamfer DistanceGT
Evaluation Results
| Method | Links | |
|---|---|---|
| GT2026.03 | 82.49 | |
| TripoSFAppearance=No, Latent size=≈ 244k × 11, Coarse geometry oracle=Yes2026.03 | 83.11 | |
| Ours (oracle, mesh decoder)Appearance=Yes, Latent size=8192 × 32, Coarse geometry oracle=Yes2026.03 | 87.02 | |
| Ours (mesh decoder)Appearance=Yes, Latent size=8192 × 32, Coarse geometry oracle=No2026.03 | 87.17 | |
| Ours (no mesh decoder)Appearance=Yes, Latent size=8192 × 32, Coarse geometry oracle=No2026.03 | 94.08 | |
| TRELLISAppearance=Yes, Latent size=≈ 20k × 11, Coarse geometry oracle=Yes2026.03 | 95.16 | |
| Shape TokensAppearance=No, Latent size=1024 × 16, Coarse geometry oracle=No2026.03 | 126 | |
| 3DTopia-XLAppearance=Yes, Latent size=2048 × 64, Coarse geometry oracle=Yes, Evaluation subset=Worst 10% removed2026.03 | 135.4 | |
| TripoSGAppearance=No, Latent size=2048 × 64, Coarse geometry oracle=No, Evaluation subset=Worst 10% removed2026.03 | 199.6 | |
| TripoSGAppearance=No, Latent size=2048 × 64, Coarse geometry oracle=No2026.03 | 269.2 | |
| 3DTopia-XLAppearance=Yes, Latent size=2048 × 64, Coarse geometry oracle=Yes2026.03 | 412.5 |