Text-to-3D generation on T³Bench Single Object with Surroundings
16.8BRISQUESplatFlow
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SplatFlowSDS++ refinement=false2024.11 | 16.8 | — | — | — | 5.88 | 28.9 | |
| SplatFlowSDS++ refinement=true2024.11 | 19.6 | — | — | — | 4.24 | 33.2 | |
| Director3DSDS++ refinement=true2024.11 | 32.3 | — | — | — | 4.35 | 32.9 | |
| Director3DSDS++ refinement=false2024.11 | 37.1 | — | — | — | 6.41 | 32 | |
| Director3DTime=≈ 22s2024.12 | 49.77 | — | 0.405 | — | 13.64 | — | |
| PrometheusTime=≈ 8s2024.12 | 58.88 | — | 0.369 | — | 14 | — | |
| ProlificDreamer2024.11 | 61.5 | — | — | — | 7.07 | — | |
| Fantasia3D2024.11 | 69.6 | — | — | — | 7.65 | — | |
| MVDream+LGMTime=≈ 10s2024.12 | 77.5 | — | 0.343 | — | 14.03 | — | |
| SJC2024.11 | 82 | — | — | — | 10.15 | — | |
| LatentNeRF2024.11 | 88.6 | — | — | — | 9.19 | — | |
| DreamFusion2024.11 | 90.2 | — | — | — | 10.48 | — | |
| Magic3D2024.11 | 92.8 | — | — | — | 11.2 | — | |
| GaussianDreamerTime=≈ 15min2024.12 | 110.8 | — | 0.389 | — | 18.16 | — | |
| DreamFusion2024.03 | — | 19.3 | 29.8 | 24.6 | — | — | |
| Fantasia3D2024.03 | — | 21.9 | 32 | 27 | — | — | |
| LatentNeRF2024.03 | — | 23.7 | 37.5 | 30.6 | — | — | |
| Magic3D2024.03 | — | 29.8 | 41 | 35.4 | — | — | |
| Prolific Dreamer2024.03 | — | 42.5 | 47 | 44.8 | — | — | |
| SJC2024.03 | — | 17.3 | 22.3 | 19.8 | — | — | |
| VP3D2024.03 | — | 45.4 | 50.8 | 48.1 | — | — |