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3D Mesh Autoencoding on Topo-Bench
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1.84
Chamfer Distance (CD)
SparseFlex
1.16896
5.69848
10.228
14.75752
Mar 25, 2026
Chamfer Distance (CD)
F1 Score
F1-S Score
ANC Score
Updated 24d ago
Evaluation Results
Method
Method
Links
Chamfer Distance (CD)
F1 Score
F1-S Score
ANC Score
SparseFlex
#Latent=244691, #Dim=8
2026.03
1.84
92
87.3
99.2
TopoMesh
#Latent=56006, #Dim=8
2026.03
1.882
91.7
93.2
99.3
Dora
#Latent=4096, #Dim=64
2026.03
2.167
90.5
75.4
96.8
Hunyuan3D-2.1
#Latent=4096, #Dim=64
2026.03
2.538
88.8
76.7
96.5
TripoSG
#Latent=4096, #Dim=64
2026.03
2.658
89.3
71.5
96.5
Direct3D-S2
#Latent=76386, #Dim=16
2026.03
2.713
81.3
69.4
92
Trellis
#Latent=12832, #Dim=8
2026.03
18.616
58.3
30.8
89.3
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