PBR Texture Generation on PBR Texture Generation Evaluation Set
3.083Shaded FID/CLIP ScoreMATLAT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MATLATType=MV, Time=34s2025.12 | 3.083 | 1.327 | 0.318 | 4.599 | 1.574 | 0.314 | 0.158 | 0.134 | |
| DreamMatType=SDS, Time=2400s2025.12 | 5.422 | 2.668 | 0.311 | 9.621 | 6.002 | 0.311 | 0.167 | 0.165 | |
| TexGaussianType=SC, Time=73s2025.12 | 6.025 | 3.571 | 0.301 | 12.119 | 9.381 | 0.299 | 0.145 | 0.243 | |
| MaterialMVPType=MV, Time=35s2025.12 | 6.309 | 5.744 | 0.294 | 9.63 | 8.811 | 0.29 | 0.175 | 0.133 | |
| MaterialAnythingType=MV, Time=500s2025.12 | 6.582 | 5.287 | 0.312 | 12.691 | 9.325 | 0.317 | 0.233 | 0.2 | |
| FlashTexType=SDS, Time=285s2025.12 | 7.119 | 5.354 | 0.305 | 12.32 | 10.441 | 0.298 | 0.143 | 0.186 | |
| Paint-itType=SDS, Time=1260s2025.12 | 8.547 | 5.382 | 0.309 | 13.063 | 10.665 | 0.299 | 0.168 | 0.2 | |
| MeshGenType=SC, Time=195s2025.12 | 8.637 | 11.105 | 0.282 | 11.322 | 16.193 | 0.282 | 0.143 | 0.201 |