Classification on ModelNet40-C (test)
51.4RmCE ErrorAPCT
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| APCT2024.11 | 51.4 | — | 40 | 81.8 | 20.1 | 71.4 | 1.4 | 0.5 | 144.7 | |
| PointM2AE2024.11 | 57.7 | — | 5 | 171.1 | 24.7 | 63.2 | 0 | 2.5 | 142.6 | |
| PointGPT2024.11 | 68.1 | — | 80 | 98.3 | 33.9 | 88 | 0 | 2 | 174.5 | |
| PointNeXt2024.11 | 76.6 | — | 55 | 138.8 | 78.2 | 93.2 | 0 | 1 | 170.2 | |
| RPC2024.11 | 77.8 | — | 45 | 87.6 | 29.9 | 71.4 | 92.3 | 103.5 | 114.9 | |
| GDANet2024.11 | 86.5 | — | 60 | 82.2 | 75.3 | 89.5 | 86.4 | 109 | 102.8 | |
| PCT2024.11 | 88.4 | — | 60 | 84.7 | 35.1 | 103 | 72.4 | 154.7 | 109.2 | |
| DGCNN2024.11 | 100 | — | 100 | 100 | 100 | 100 | 100 | 100 | 100 | |
| PointNet++2024.11 | 111.4 | — | 60 | 124.8 | 51.1 | 227.8 | 50.2 | 101 | 164.5 | |
| PAConv2024.11 | 121.1 | — | 105 | 164.9 | 105.7 | 108.3 | 115.8 | 145.8 | 102.1 | |
| PointNet2024.11 | 148.8 | — | 130 | 45.5 | 17.8 | 97 | 355.7 | 171.6 | 224.1 | |
| DGCN+PCM-R2025.07 | — | 17.3 | — | — | — | — | — | — | — | |
| OmniVec2025.07 | — | 15.6 | — | — | — | — | — | — | — | |
| OmniVec22025.07 | — | 14.2 | — | — | — | — | — | — | — | |
| PCT + PCM-R2025.07 | — | 16.3 | — | — | — | — | — | — | — | |
| PCT + RSMIx2025.07 | — | 17.3 | — | — | — | — | — | — | — | |
| PointNet++2025.07 | — | 23.6 | — | — | — | — | — | — | — |