3D Geometry Synthesis on Toys4K (test)
0.0686CDVanilla
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VanillaFramework=TRELLIS2025.11 | 0.0686 | 0.5055 | 244.2 | 54.8244 | — | |
| VanillaFramework=DSO2025.11 | 0.0687 | 0.3496 | 244.2 | 54.835 | — | |
| Fast3DcacheFramework=TRELLIS, tau (τ)=32025.11 | 0.0697 | 0.585 | 142.4 | 54.09 | — | |
| Fast3DcacheFramework=DSO, tau (τ)=32025.11 | 0.0698 | 0.3955 | 146.5 | 54.0451 | — | |
| Fast3DcacheFramework=TRELLIS, tau (τ)=82025.11 | 0.0703 | 0.6426 | 110.3 | 53.7528 | — | |
| Fast3DcacheFramework=DSO, tau (τ)=82025.11 | 0.0704 | 0.4071 | 115.4 | 53.5487 | — | |
| Fast3DcacheFramework=DSO, tau (τ)=52025.11 | 0.0711 | 0.4114 | 126 | 53.5506 | — | |
| Fast3DcacheFramework=TRELLIS, tau (τ)=52025.11 | 0.0712 | 0.6344 | 121.3 | 53.5003 | — | |
| RASFramework=DSO, sample ratio=25%2025.11 | 0.0805 | 0.4341 | 125 | 46.499 | — | |
| RASFramework=DSO, sample ratio=12.5%2025.11 | 0.082 | 0.4047 | 125.8 | 45.5584 | — | |
| RASFramework=TRELLIS, sample ratio=12.5%2025.11 | 0.0846 | 0.6177 | 125.8 | 43.9622 | — | |
| RASFramework=TRELLIS, sample ratio=25%2025.11 | 0.0867 | 0.6337 | 125.1 | 40.2769 | — | |
| MeshFlowInf. Time(s)=1.06 + 0.47, #V=459.752026.06 | 2.33 | — | — | — | 4.23 | |
| FastMesh-V4KInf. Time(s)=6.60, #V=1040.62026.06 | 4.05 | — | — | — | 10.22 | |
| FastMesh-V1KInf. Time(s)=3.41, #V=467.22026.06 | 4.09 | — | — | — | 10.32 | |
| TreeMeshGPTInf. Time(s)=27.32, #V=706.32026.06 | 5.46 | — | — | — | 13.96 | |
| BPTInf. Time(s)=49.23, #V=525.52026.06 | 5.71 | — | — | — | 12.02 | |
| MeshAnythingV2Inf. Time(s)=31.94, #V=533.32026.06 | 10.23 | — | — | — | 24.98 | |
| MeshAnythingInf. Time(s)=26.06, #V=218.62026.06 | 12.02 | — | — | — | 26.87 |