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Shape Segmentation on SynthShape

100AccuracyNIFF
7480.7587.594.25Jan 27, 2026

Evaluation results

MethodLinks
NIFFExperiment=Rescaling, Value=1.00*, Parameter count (M)=0.042, GMACs=0.0412026.01100
SonicNetExperiment=Rescaling, Value=1.00*, Parameter count (M)=0.072, GMACs=0.0062026.01100
ConvNetExperiment=Gaussian Noise (σ), Value=0.1, Parameter count (M)=0.153, GMACs=0.1562026.0198
SonicNetExperiment=Gaussian Noise (σ), Value=0.1, Parameter count (M)=0.072, GMACs=0.0062026.0198
ConvNetExperiment=Distortion, Value=2.0, Parameter count (M)=0.153, GMACs=0.1562026.0197
SonicNetExperiment=Distortion, Value=2.0, Parameter count (M)=0.072, GMACs=0.0062026.0197
SonicNetExperiment=Distortion, Value=6.0, Parameter count (M)=0.072, GMACs=0.0062026.0196
SonicNetExperiment=Combined, Value=10, Parameter count (M)=0.072, GMACs=0.0062026.0190
SonicNetExperiment=Rotation (deg), Value=15, Parameter count (M)=0.072, GMACs=0.0062026.0175