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Benchmarks
3D Volumetric Representation Learning on BuildingNet
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0.003
MSE
SWAN
0.00116
0.01358
0.026
0.03842
Feb 18, 2026
MSE
PSNR
mIoU
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
PSNR
mIoU
F1 Score
SWAN
Component=Autoencoder...
2026.02
0.003
25.585
83.9
91.2
HQ
Component=Autoencoder...
2026.02
0.005
23.588
67.2
80.2
VAR
Component=Autoencoder...
2026.02
0.006
22.736
61.6
76.1
RQ
Component=Autoencoder...
2026.02
0.008
21.886
47.6
64.2
VQ
Component=Autoencoder...
2026.02
0.025
16.374
32.7
48.9
DRGN
Component=Autoencoder...
2026.02
0.025
16.983
20.7
34.1
Target
Component=Autoencoder...
2026.02
0.049
13.48
14.7
25.3
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