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Benchmarks
3D Volumetric Representation Learning on ProteinNet3D
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0.003
MSE
SWAN
0.00264
0.00507
0.0075
0.00993
Feb 18, 2026
MSE
PSNR
IoU
F1
FSC (0.5)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
PSNR
IoU
F1
FSC (0.5)
SWAN
Component=Autoencoder...
2026.02
0.003
27.063
67.2
79.9
9.1
VQ
Component=Autoencoder...
2026.02
0.005
24.107
24.8
38.8
23.49
VAR
Component=Autoencoder...
2026.02
0.006
22.79
40
55.8
14.01
HQ
Component=Autoencoder...
2026.02
0.007
22.558
31.7
46.6
18.2
RQ
Component=Autoencoder...
2026.02
0.008
21.99
26.7
40.9
24.08
Target
Component=Autoencoder...
2026.02
0.011
20.394
14
23.8
77.82
DRGN
Component=Autoencoder...
2026.02
0.012
20.21
18.2
30
55.75
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