Text-to-3D Generation on Objaverse
30.56CLIP ScoreGaussianCube
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GaussianCubeInference Time (s)=2.30, Device=single A100 GPU2024.03 | 30.56 | — | — | |
| Shap-EInference Time (s)=4.42, Device=single A100 GPU2024.03 | 30.52 | — | — | |
| LGMInference Time (s)=1.55, Device=single A100 GPU2024.03 | 30.06 | — | — | |
| DreamGaussianInference Time (s)=~ 120, Device=single A100 GPU2024.03 | 26.38 | — | — | |
| VolumeDiffusionInference Time (s)=4.95, Device=single A100 GPU2024.03 | 24.41 | — | — | |
| ProlificDreamerRun Time=> 5 h2023.11 | 0.269 | 9.457 | 121.577 | |
| Direct2.5Run Time=~ 10 s2023.11 | 0.267 | 8.111 | 82.324 | |
| MVDreamRun Time=~ 35 m2023.11 | 0.262 | 8.18 | 117.715 | |
| DreamfusionRun Time=~ 10 m2023.11 | 0.245 | 7.724 | 125.873 | |
| Shap-ERun Time=~ 4 s2023.11 | 0.236 | 7.412 | 103.557 | |
| Point-ERun Time=~ 20 s2023.11 | 0.22 | 7.265 | 104.105 | |
| Fantasia3dRun Time=~ 115 m2023.11 | 0.207 | 8.311 | 132.941 |