Text-to-3D generation on T3Bench frozen (300-prompt audit set)
25.09CLIP ScoreViewCrafter
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ViewCrafterN=3002026.06 | 25.09 | 43.68 | 0.066 | 0.023 | — | — | — | |
| VideoMVN=3002026.06 | 23.86 | 30.52 | 0.211 | 0.126 | — | — | — | |
| OrbitForge R1N=3002026.06 | 23.83 | 28.52 | 0.268 | 0.134 | — | — | — | |
| SV3DN=3002026.06 | 23.06 | 24.13 | 0.193 | 0.14 | — | — | — | |
| OrbitForge cleanupN=3002026.06 | 23 | 25.49 | 0.267 | 0.131 | — | — | — | |
| MedianGS-only R0N=3002026.06 | 22.14 | 23.72 | 0.29 | 0.156 | — | — | — | |
| Latent-NeRFN=3002026.06 | 22.13 | 18.11 | 0.095 | 0.079 | — | — | — | |
| SJCN=3002026.06 | 20.78 | 12.14 | 0.128 | 0.113 | — | — | — | |
| DreamFusionN=3002026.06 | 19.76 | 10.05 | 0.085 | 0.072 | — | — | — | |
| Magic3DN=3002026.06 | 18.26 | 8.37 | 0.088 | 0.074 | — | — | — | |
| DreamFusionN=300, Views=122026.06 | — | — | — | — | 7.29 | 6.52 | 10.05 | |
| Latent-NeRFN=300, Views=122026.06 | — | — | — | — | 12.78 | 10.79 | 18.11 | |
| Magic3DN=300, Views=122026.06 | — | — | — | — | 6.37 | 5.82 | 8.37 | |
| MedianGS-only R0N=300, Views=122026.06 | — | — | — | — | 8.51 | 7.14 | 23.72 | |
| OrbitForge R1N=300, Views=122026.06 | — | — | — | — | 16.79 | 13.2 | 28.52 | |
| SJCN=300, Views=122026.06 | — | — | — | — | 7.23 | 6.36 | 12.14 | |
| SV3DN=300, Views=122026.06 | — | — | — | — | 13.41 | 10.83 | 24.13 | |
| VideoMVN=300, Views=122026.06 | — | — | — | — | 18.74 | 14.48 | 30.52 |