Table 5 Statistics on evaluation metrics for the classification results of the five programs in the DALES dataset (%).
From: An aerial point cloud classification using point transformer via multi-feature fusion
Features | Acc | mIou | mAcc | OA | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Grounds | Building | Cars | Trucks | Poles | Power lines | Fences | Vegetation | ||||
feat3 | 97.31 | 97.68 | 87.52 | 35.69 | 67.26 | 94.26 | 57.69 | 93.92 | 76.77 | 78.47 | 96.11 |
feat4 | 97.66 | 98.37 | 89.77 | 38.21 | 67.51 | 95.04 | 58.30 | 95.11 | 77.18 | 80.00 | 96.80 |
feat5 | 97.67 | 98.86 | 89.43 | 41.42 | 71.20 | 95.73 | 60.04 | 95.80 | 78.29 | 81.27 | 96.95 |
feat6 | 97.70 | 98.91 | 90.16 | 44.44 | 75.41 | 96.30 | 62.73 | 96.04 | 80.01 | 82.72 | 96.98 |
feat7 | 98.08 | 99.45 | 92.77 | 47.67 | 79.05 | 96.58 | 67.38 | 96.38 | 82.18 | 84.67 | 97.35 |
