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Benchmarks
3D Volumetric Representation Learning on ModelNet
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0.007
MSE
SWAN
0.00252
0.03276
0.063
0.09324
Feb 18, 2026
MSE
PSNR
IoU
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
PSNR
IoU
F1 Score
SWAN
Component=Autoencoder...
2026.02
0.007
21.726
99.3
99.6
HQ
Component=Autoencoder...
2026.02
0.013
19.612
92.4
95.8
VAR
Component=Autoencoder...
2026.02
0.025
17.508
83.6
90.4
RQ
Component=Autoencoder...
2026.02
0.027
16.326
79
87.5
VQ
Component=Autoencoder...
2026.02
0.044
13.931
72.6
83.4
DRGN
Component=Autoencoder...
2026.02
0.055
13.201
51.8
66
Target
Component=Autoencoder...
2026.02
0.119
9.74
31.2
45.8
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