3D Mesh Autoencoding on Topo-Bench
1.84Chamfer Distance (CD)SparseFlex
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SparseFlex#Latent=244691, #Dim=82026.03 | 1.84 | 92 | 87.3 | 99.2 | |
| TopoMesh#Latent=56006, #Dim=82026.03 | 1.882 | 91.7 | 93.2 | 99.3 | |
| Dora#Latent=4096, #Dim=642026.03 | 2.167 | 90.5 | 75.4 | 96.8 | |
| Hunyuan3D-2.1#Latent=4096, #Dim=642026.03 | 2.538 | 88.8 | 76.7 | 96.5 | |
| TripoSG#Latent=4096, #Dim=642026.03 | 2.658 | 89.3 | 71.5 | 96.5 | |
| Direct3D-S2#Latent=76386, #Dim=162026.03 | 2.713 | 81.3 | 69.4 | 92 | |
| Trellis#Latent=12832, #Dim=82026.03 | 18.616 | 58.3 | 30.8 | 89.3 |