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Point Cloud Subset Containment on ModelNet40

93AccuracyMASNET-ReLU
82.685.38890.7Oct 24, 2025

Evaluation results

MethodLinks
MASNET-ReLUBackbone=DGCNN, Class Ratio=90:10, |S|=5122025.1093
MASNET-TRIBackbone=DGCNN, Class Ratio=90:10, |S|=2562025.1093
MASNET-INTBackbone=DGCNN, Class Ratio=90:10, |S|=5122025.1092
SetTransformerBackbone=DGCNN, Class Ratio=90:10, |S|=2562025.1091
SetTransformerBackbone=DGCNN, Class Ratio=90:10, |S|=5122025.1091
MASNET-ReLUBackbone=DGCNN, Class Ratio=90:10, |S|=2562025.1091
MASNET-HatBackbone=DGCNN, Class Ratio=90:10, |S|=2562025.1091
DeepSetsBackbone=DGCNN, Class Ratio=90:10, |S|=2562025.1090
DeepSetsBackbone=DGCNN, Class Ratio=90:10, |S|=5122025.1090
SetTransformerBackbone=DGCNN, Class Ratio=90:10, |S|=1282025.1090
MASNET-INTBackbone=DGCNN, Class Ratio=90:10, |S|=2562025.1090
DeepSetsBackbone=DGCNN, Class Ratio=90:10, |S|=1282025.1089
MASNET-HatBackbone=DGCNN, Class Ratio=90:10, |S|=5122025.1089
MASNET-ReLUBackbone=DGCNN, Class Ratio=90:10, |S|=1282025.1087
MASNET-TRIBackbone=DGCNN, Class Ratio=90:10, |S|=5122025.1087
MASNET-INTBackbone=DGCNN, Class Ratio=90:10, |S|=1282025.1087
MASNET-HatBackbone=DGCNN, Class Ratio=90:10, |S|=1282025.1085
MASNET-TRIBackbone=DGCNN, Class Ratio=90:10, |S|=1282025.1083