Single-image 3D scene generation on 3D-Front synthetic (test)
0.08CD (Shape)MIDI
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MIDIRuntime=40s2024.12 | 0.08 | 50.19 | 0.103 | 53.58 | 51.8 | — | — | — | |
| DiffCADRuntime=64s2024.12 | 0.117 | 43.58 | 0.19 | 37.45 | 39.2 | — | — | — | |
| Gen3DSRRuntime=9min2024.12 | 0.123 | 40.07 | 0.157 | 38.11 | 36.3 | — | — | — | |
| REPARORuntime=4min2024.12 | 0.129 | 41.68 | 0.16 | 40.85 | 33.9 | — | — | — | |
| InstPIFuRuntime=32s2024.12 | 0.138 | 39.99 | 0.165 | 38.11 | 29.9 | — | — | — | |
| SSRRuntime=32s2024.12 | 0.14 | 39.76 | 0.17 | 37.79 | 31.1 | — | — | — | |
| PanoReconRuntime=32s2024.12 | 0.15 | 40.65 | 0.211 | 35.05 | 24 | — | — | — | |
| Total3DRuntime=39s2024.12 | 0.27 | 32.9 | 0.179 | 36.38 | 23.8 | — | — | — | |
| Deep Prior Assembly2024.10 | — | — | — | — | — | 0.109 | 0.134 | 35.67 | |
| Mesh R-CNN2024.10 | — | — | — | — | — | 0.449 | 0.471 | 23.9 | |
| PanoRecon2024.10 | — | — | — | — | — | 0.12 | 0.125 | 31.94 | |
| Total3D2024.10 | — | — | — | — | — | 0.198 | 0.52 | 18.44 |