3D Mesh Generation on Objaverse
0.009Chamfer DistanceSATO
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SATO2026.04 | 0.009 | — | — | 0.117 | — | — | — | 0.909 | — | — | — | — | — | 50.3 | |
| MeshAnythingV22026.04 | 0.016 | — | — | 0.117 | — | — | — | 0.858 | — | — | — | — | — | 20.8 | |
| DeepMesh2026.04 | 0.02 | — | — | 0.12 | — | — | — | 0.859 | — | — | — | — | — | 24 | |
| MeshSilksong2025.07 | 0.025 | — | — | 0.087 | — | — | — | 0.792 | 0.924 | 26.652 | 0.22 | — | — | — | |
| BPT2025.07 | 0.027 | — | — | 0.094 | — | — | — | 0.77 | 0.909 | 28.478 | 0.26 | — | — | — | |
| TreeMeshGPT2025.07 | 0.03 | — | — | 0.103 | — | — | — | 0.706 | 0.892 | 42 | 0.22 | — | — | — | |
| BPT2026.04 | 0.03 | — | — | 0.137 | — | — | — | 0.841 | — | — | — | — | — | 26.5 | |
| EdgeRunner*training=faithful training on the same dataset as ours2025.07 | 0.053 | — | — | 0.144 | — | — | — | 0.418 | 0.789 | 29.61 | 0.47 | — | — | — | |
| TreeMeshGPT2026.04 | 0.057 | — | — | 0.238 | — | — | — | 0.783 | — | — | — | — | — | 18.8 | |
| HiFi-MeshHardware=Single H20 GPU2026.01 | 0.075 | 3.621 | 0.638 | 2.251 | 81.17 | 300,000 | 302.1 | — | — | — | — | — | — | — | |
| DreamPartGen2026.03 | 0.141 | — | — | — | — | — | — | — | — | — | — | 0.81 | 35.9 | — | |
| PartCrafter2026.03 | 0.278 | — | — | — | — | — | — | — | — | — | — | 1.107 | 45.3 | — | |
| CLAY2026.03 | 0.318 | — | — | — | — | — | — | — | — | — | — | 1.245 | — | — | |
| HoloPart2026.03 | 0.334 | — | — | — | — | — | — | — | — | — | — | 1.298 | 49.4 | — | |
| Trellis2026.03 | 0.361 | — | — | — | — | — | — | — | — | — | — | 1.32 | — | — | |
| MeshAnythingV2Hardware=Single H20 GPU2026.01 | 0.501 | 4.951 | 2.631 | 6.374 | 3.72 | 10,083 | 67.3 | — | — | — | — | — | — | — | |
| EdgeRunnerHardware=Single H20 GPU2026.01 | 0.532 | 6.339 | 0.921 | 3.764 | 9.31 | 49,406 | 52.8 | — | — | — | — | — | — | — | |
| TreeMeshGPTHardware=Single H20 GPU2026.01 | 3.413 | 2.001 | 3.242 | 8.253 | 5.26 | 30,000 | 78.4 | — | — | — | — | — | — | — |