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ResearchFormerly WizWand

Point Cloud Classification on ScanObjectNN OBJ_ONLY

82.9Adversarial AccuracyAPC
40.57251.56162.5573.539Apr 17, 2026
Updated 6mo ago

Evaluation results

MethodLinks
APCSource Model=PointNet++, Target Model=PointNet++2026.0482.9
APCSource Model=DGCNN, Target Model=DGCNN2026.0481.9
APCSource Model=PointNet, Target Model=PointNet++2026.0481.6
APCSource Model=DGCNN, Target Model=PointNet++2026.0481.3
DUP-NetSource Model=PointNet, Target Model=PointNet++2026.0480.2
DUP-NetSource Model=PointNet++, Target Model=PointNet++2026.0480.2
DUP-NetSource Model=DGCNN, Target Model=PointNet++2026.0480.2
APCSource Model=PointNet, Target Model=DGCNN2026.0480.2
SORSource Model=PointNet, Target Model=PointNet++2026.0479.1
SORSource Model=PointNet++, Target Model=PointNet++2026.0479.1
SORSource Model=DGCNN, Target Model=PointNet++2026.0479.1
APCSource Model=PointNet++, Target Model=DGCNN2026.0479
SORSource Model=PointNet, Target Model=DGCNN2026.0477.5
SORSource Model=PointNet++, Target Model=DGCNN2026.0477.5
SORSource Model=DGCNN, Target Model=DGCNN2026.0477.5
APCSource Model=PointNet, Target Model=PointNet2026.0476.1
APCSource Model=DGCNN, Target Model=PointNet2026.0474.1
SRSSource Model=PointNet, Target Model=PointNet++2026.0472.8
SRSSource Model=PointNet++, Target Model=PointNet++2026.0472.8
SRSSource Model=DGCNN, Target Model=PointNet++2026.0472.8
APCSource Model=PointNet++, Target Model=PointNet2026.0472.1
DUP-NetSource Model=PointNet, Target Model=PointNet2026.0471.6
DUP-NetSource Model=PointNet, Target Model=DGCNN2026.0471.6
DUP-NetSource Model=PointNet++, Target Model=PointNet2026.0471.6
DUP-NetSource Model=PointNet++, Target Model=DGCNN2026.0471.6
DUP-NetSource Model=DGCNN, Target Model=DGCNN2026.0471.6
DUP-NetSource Model=DGCNN, Target Model=PointNet2026.0471.6
SORSource Model=PointNet, Target Model=PointNet2026.0469.4
SORSource Model=PointNet++, Target Model=PointNet2026.0469.4
SORSource Model=DGCNN, Target Model=PointNet2026.0469.4
SRSSource Model=PointNet, Target Model=DGCNN2026.0465.6
SRSSource Model=PointNet++, Target Model=DGCNN2026.0465.6
SRSSource Model=DGCNN, Target Model=DGCNN2026.0465.6
SRSSource Model=PointNet, Target Model=PointNet2026.0461.2
SRSSource Model=PointNet++, Target Model=PointNet2026.0461.2
SRSSource Model=DGCNN, Target Model=PointNet2026.0461.2
IF-DefenseSource Model=PointNet, Target Model=DGCNN2026.0450.6
IF-DefenseSource Model=PointNet++, Target Model=DGCNN2026.0450.6
IF-DefenseSource Model=DGCNN, Target Model=DGCNN2026.0450.6
IF-DefenseSource Model=PointNet, Target Model=PointNet++2026.0446
IF-DefenseSource Model=PointNet++, Target Model=PointNet++2026.0446
IF-DefenseSource Model=DGCNN, Target Model=PointNet++2026.0446
IF-DefenseSource Model=PointNet, Target Model=PointNet2026.0442.2
IF-DefenseSource Model=PointNet++, Target Model=PointNet2026.0442.2
IF-DefenseSource Model=DGCNN, Target Model=PointNet2026.0442.2