Single-image scene generation on 3D-FRONT (test)
1.72Misorientation RatePhyMix
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PhyMix2026.04 | 1.72 | 1.82 | 0.56 | 0.05 | 0.97 | 1.1 | 1.01 | 1.27 | 2.2 | 98.6 | 6.9 | 6.8 | 6.9 | 6.8 | 92 | |
| PartCrafter2026.04 | 5.82 | 4.73 | 3.88 | 3.16 | 28.39 | 23.28 | 2.94 | 15.84 | 18.92 | 88.4 | 4.6 | 4.8 | 5.1 | 4.8 | — | |
| MIDI2026.04 | 7.37 | 6.41 | 7.14 | 2.72 | 33.15 | 29.9 | 3.78 | 22.61 | 24.63 | 84.4 | 4.2 | 4.1 | 4.7 | 4.3 | — | |
| DepR2026.04 | 11.83 | 9.85 | 9.52 | 4.37 | 37.06 | 32.73 | 6.51 | 34.42 | 36.95 | 79.5 | 3.8 | 3.5 | 4.2 | 3.8 | — | |
| REPARO2026.04 | 13.95 | 11.64 | 13.55 | 5.74 | 42.46 | 36.6 | 7.89 | 37.04 | 39.72 | 76.4 | 3.4 | 3.2 | 3.9 | 3.5 | — | |
| Gen3DSR2026.04 | 14.29 | 12.58 | 16.32 | 7.76 | 45.39 | 36.47 | 8.67 | 37.8 | 41.27 | 75.1 | 3.1 | 2.9 | 3.6 | 3.2 | — |