3D Shape Classification on ScanObjectNN OBJ_ONLY (Robustness Suite)
85.7Accuracy (Gaussian noise σ'=0.01)DGCNN + SageMix
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| DGCNN + SageMixBackbone=DGCNN2022.10 | 85.7 | 51.2 | 36.5 | 37.9 | 75.6 | 75.2 | 84.9 | 79 | 5.1 | |
| DGCNN + PointMixupBackbone=DGCNN2022.10 | 85 | 61.3 | 31.7 | 32.7 | 73.8 | 73 | 84.2 | 74.9 | 6.8 | |
| DGCNNBackbone=DGCNN2022.10 | 84.9 | 48.4 | 32.5 | 32.4 | 73.7 | 73 | 83.3 | 75.7 | 19.8 | |
| DGCNN + RSMixBackbone=DGCNN2022.10 | 84.2 | 49.1 | 32.7 | 32.6 | 75 | 74.5 | 84 | 73.6 | 18.9 |