Point Cloud Classification on ScanObjectNN OBJ_ONLY
82.9Adversarial AccuracyAPC
Evaluation Results
| Method | Links | |
|---|---|---|
| APCSource Model=PointNet++, Target Model=PointNet++2026.04 | 82.9 | |
| APCSource Model=DGCNN, Target Model=DGCNN2026.04 | 81.9 | |
| APCSource Model=PointNet, Target Model=PointNet++2026.04 | 81.6 | |
| APCSource Model=DGCNN, Target Model=PointNet++2026.04 | 81.3 | |
| DUP-NetSource Model=PointNet, Target Model=PointNet++2026.04 | 80.2 | |
| DUP-NetSource Model=PointNet++, Target Model=PointNet++2026.04 | 80.2 | |
| DUP-NetSource Model=DGCNN, Target Model=PointNet++2026.04 | 80.2 | |
| APCSource Model=PointNet, Target Model=DGCNN2026.04 | 80.2 | |
| SORSource Model=PointNet, Target Model=PointNet++2026.04 | 79.1 | |
| SORSource Model=PointNet++, Target Model=PointNet++2026.04 | 79.1 | |
| SORSource Model=DGCNN, Target Model=PointNet++2026.04 | 79.1 | |
| APCSource Model=PointNet++, Target Model=DGCNN2026.04 | 79 | |
| SORSource Model=PointNet, Target Model=DGCNN2026.04 | 77.5 | |
| SORSource Model=PointNet++, Target Model=DGCNN2026.04 | 77.5 | |
| SORSource Model=DGCNN, Target Model=DGCNN2026.04 | 77.5 | |
| APCSource Model=PointNet, Target Model=PointNet2026.04 | 76.1 | |
| APCSource Model=DGCNN, Target Model=PointNet2026.04 | 74.1 | |
| SRSSource Model=PointNet, Target Model=PointNet++2026.04 | 72.8 | |
| SRSSource Model=PointNet++, Target Model=PointNet++2026.04 | 72.8 | |
| SRSSource Model=DGCNN, Target Model=PointNet++2026.04 | 72.8 | |
| APCSource Model=PointNet++, Target Model=PointNet2026.04 | 72.1 | |
| DUP-NetSource Model=PointNet, Target Model=PointNet2026.04 | 71.6 | |
| DUP-NetSource Model=PointNet, Target Model=DGCNN2026.04 | 71.6 | |
| DUP-NetSource Model=PointNet++, Target Model=PointNet2026.04 | 71.6 | |
| DUP-NetSource Model=PointNet++, Target Model=DGCNN2026.04 | 71.6 | |
| DUP-NetSource Model=DGCNN, Target Model=DGCNN2026.04 | 71.6 | |
| DUP-NetSource Model=DGCNN, Target Model=PointNet2026.04 | 71.6 | |
| SORSource Model=PointNet, Target Model=PointNet2026.04 | 69.4 | |
| SORSource Model=PointNet++, Target Model=PointNet2026.04 | 69.4 | |
| SORSource Model=DGCNN, Target Model=PointNet2026.04 | 69.4 | |
| SRSSource Model=PointNet, Target Model=DGCNN2026.04 | 65.6 | |
| SRSSource Model=PointNet++, Target Model=DGCNN2026.04 | 65.6 | |
| SRSSource Model=DGCNN, Target Model=DGCNN2026.04 | 65.6 | |
| SRSSource Model=PointNet, Target Model=PointNet2026.04 | 61.2 | |
| SRSSource Model=PointNet++, Target Model=PointNet2026.04 | 61.2 | |
| SRSSource Model=DGCNN, Target Model=PointNet2026.04 | 61.2 | |
| IF-DefenseSource Model=PointNet, Target Model=DGCNN2026.04 | 50.6 | |
| IF-DefenseSource Model=PointNet++, Target Model=DGCNN2026.04 | 50.6 | |
| IF-DefenseSource Model=DGCNN, Target Model=DGCNN2026.04 | 50.6 | |
| IF-DefenseSource Model=PointNet, Target Model=PointNet++2026.04 | 46 | |
| IF-DefenseSource Model=PointNet++, Target Model=PointNet++2026.04 | 46 | |
| IF-DefenseSource Model=DGCNN, Target Model=PointNet++2026.04 | 46 | |
| IF-DefenseSource Model=PointNet, Target Model=PointNet2026.04 | 42.2 | |
| IF-DefenseSource Model=PointNet++, Target Model=PointNet2026.04 | 42.2 | |
| IF-DefenseSource Model=DGCNN, Target Model=PointNet2026.04 | 42.2 |