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3D Volumetric Representation Learning on ModelNet

0.007MSESWAN
0.002520.032760.0630.09324Feb 18, 2026

Evaluation results

MethodLinks
SWANComponent=Autoencoder only2026.020.00721.72699.399.6
HQComponent=Autoencoder only2026.020.01319.61292.495.8
VARComponent=Autoencoder only2026.020.02517.50883.690.4
RQComponent=Autoencoder only2026.020.02716.3267987.5
VQComponent=Autoencoder only2026.020.04413.93172.683.4
DRGNComponent=Autoencoder only2026.020.05513.20151.866
TargetComponent=Autoencoder only2026.020.1199.7431.245.8