Text-to-4D Generation on Text-to-4D Zero-shot
56.82GPT-4V AQTextMesh4D
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TextMesh4DGeometry=Mesh, Condition=Text, GPU requirement=1 * A5000 24GB2025.06 | 56.82 | 32.32 | 32.16 | 45.7 | 38.45 | 43.19 | 4.8 | 4.2 | 4.6 | 4.3 | 4.5 | |
| AYGGeometry=Gaussian primitive, Condition=Text, GPU requirement=128 * A100 80GB2025.06 | 6.23 | 30.14 | 8.24 | 9.05 | 11.65 | 8.04 | 3.4 | 3.1 | 3.8 | 3.6 | 3.6 | |
| PuppeteerGeometry=Mesh, Condition=3D, GPU requirement=8 * A100 80GB2025.06 | 6.05 | — | 10.1 | 8.1 | — | 8.26 | 3.3 | 3.8 | 3.4 | — | 3.7 | |
| 4D-fyGeometry=NeRF, Condition=Text, GPU requirement=1 * A100 80GB2025.06 | 5.68 | 31.03 | 8.02 | 3.57 | 8.42 | 5.36 | 3.1 | 2.9 | 1.5 | 2.6 | 2.4 | |
| STAG4DGeometry=Gaussian primitive, Condition=Text/Video, GPU requirement=1 * 3090 24GB2025.06 | 5.13 | 31.93 | 6.91 | 4.53 | 11.33 | 6.92 | 2.8 | 2.6 | 1.9 | 3.5 | 3.1 | |
| TC4DGeometry=NeRF, Condition=Text, GPU requirement=1 * A100 80GB2025.06 | 4.95 | 31.83 | 7.4 | 3.81 | 6.79 | 5.58 | 2.7 | 2.9 | 1.6 | 2.1 | 2.5 | |
| L4GMGeometry=Gaussian primitive, Condition=Video, GPU requirement=128 * A100 80GB2025.06 | 4.48 | — | 9.11 | 8.29 | — | 7.69 | 2.9 | 3.4 | 2.7 | — | 3.2 | |
| Dream-in-4DGeometry=NeRF, Condition=Text/Image, GPU requirement=1 * A100 80GB2025.06 | 4.22 | 31.67 | 7.71 | 6.19 | 10.36 | 6.03 | 2.3 | 2.9 | 2.6 | 3.2 | 2.7 | |
| 3-to-4DGeometry=NeRF, Condition=Text+3D, GPU requirement=1 * A100 80GB2025.06 | 4.22 | 29.62 | 7.44 | 7.39 | 7.81 | 6.03 | 2.3 | 2.8 | 3.1 | 2.4 | 2.7 | |
| DG4DGeometry=Gaussian primitive, Condition=Text, GPU requirement=1 * A100 80GB2025.06 | 2.2 | 28.7 | 2.92 | 3.33 | 5.18 | 2.9 | 1.2 | 1.1 | 1.4 | 1.6 | 1.3 |