Text-to-3D Generation on SDI benchmark 43-prompt (test)
0.312CLIP ScoreUniform (K=2)
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Uniform (K=2)Planes=0, K=2, Speedup=2.0×, Camera elevation range=[−10, 45]2026.06 | 0.312 | 83.7 | 0.219 | 0.407 | -0.15 | 2.3 | |
| Antithetic (K=2)Planes=1, K=2, Speedup=2.0×, Camera elevation range=[−10, 45]2026.06 | 0.312 | 83.8 | 0.221 | 0.431 | -0.07 | 0 | |
| Mixed (azim+elev)Planes=2, K=4, Speedup=4.0×, Camera elevation range=[−10, 45]2026.06 | 0.309 | 90.4 | 0.21 | 0.406 | -0.45 | 0 | |
| Antithetic (K=4)Planes=1, K=4, Speedup=4.0×, Camera elevation range=[−10, 45]2026.06 | 0.307 | 86.9 | 0.215 | 0.407 | -0.36 | 0 | |
| Antithetic (K=8)Planes=1, K=8, Speedup=8.0×, Camera elevation range=[−10, 45]2026.06 | 0.304 | 81.7 | 0.205 | 0.41 | -0.55 | 0 | |
| Octahedral (moderate)Planes=3, K=6, Speedup=6.0×, Camera elevation range=[−30, 60]2026.06 | 0.303 | 81.3 | 0.201 | 0.396 | -0.59 | 0 | |
| Octahedral (aggressive)Planes=3, K=6, Speedup=6.0×, Camera elevation range=[−60, 80]2026.06 | 0.301 | 78.6 | 0.199 | 0.399 | -0.66 | 0 | |
| Octahedral (full sphere)Planes=3, K=6, Speedup=6.0×, Camera elevation range=[−89, 89]2026.06 | 0.301 | 78.4 | 0.2 | 0.398 | -0.67 | 4.7 | |
| Baseline SDI (single-view)Planes=0, K=1, Speedup=1.0×, Camera elevation range=[−10, 45]2026.06 | 0.297 | 74.8 | 0.199 | 0.56 | -0.47 | 0 |