Text-to-3D Generation on MATE-3D
7.13HyperScore AlignmentMVC-ZigAL
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MVC-ZigALNFE=8, finetuning=large-scale RL2025.05 | 7.13 | 7.66 | 7.1 | 7.24 | 0.865 | 0.28 | 0.224 | |
| One-2-3-45++NFE=502025.05 | 7.06 | 6.68 | 6.65 | 6.71 | — | — | — | |
| MVC-ZigALNFE=8, finetuning=standard RL2025.05 | 7.01 | 7.39 | 6.89 | 7.04 | 0.18 | 0.268 | 0.217 | |
| MVC-ZigALNFE=4, finetuning=large-scale RL2025.05 | 7 | 7.61 | 6.97 | 7.14 | 0.836 | 0.277 | 0.223 | |
| MVC-ZigALNFE=4, finetuning=standard RL2025.05 | 6.86 | 7.34 | 6.76 | 6.92 | 0.158 | 0.266 | 0.216 | |
| MV-AdapterNFE=82025.05 | 6.69 | 6.97 | 6.54 | 6.67 | -0.846 | 0.252 | 0.204 | |
| SPADNFE=1002025.05 | 6.61 | 6.57 | 6.32 | 6.43 | -0.628 | 0.256 | 0.201 | |
| MV-AdapterNFE=42025.05 | 6.47 | 6.84 | 6.38 | 6.48 | -0.876 | 0.25 | 0.204 | |
| Magic3DNFE=502025.05 | 5.46 | 4.93 | 4.75 | 4.85 | — | — | — | |
| Consistent3D2025.05 | 4.84 | 4.06 | 4.01 | 4.08 | — | — | — | |
| DreamFusionNFE=502025.05 | 4.6 | 4.16 | 4.02 | 4.13 | — | — | — | |
| Latent-NeRFNFE=502025.05 | 4.53 | 3.44 | 3.43 | 3.56 | — | — | — | |
| TextMesh2025.05 | 4.47 | 4.25 | 4.1 | 4.12 | — | — | — | |
| 3DTopiaNFE=2002025.05 | 4.36 | 4.04 | 4.37 | 4.05 | — | — | — | |
| SJCNFE=502025.05 | 4.02 | 2.96 | 2.65 | 3.01 | — | — | — |