Research Article
Multiscale Efficient Channel Attention for Fusion Lane Line Segmentation
Table 3
Comparision of different methods in KITTI and KITTI-aug. F-MS-ECA denotes fusion with our method(multiscale efficient channel attention).
| Dataset | Mode | REC | PRE | F1 | F2 | Acc |
| | LiDAR | 85.43 | 25.82 | 37.84 | 54.41 | 95.19 | KITTI | Camera | 82.30 | 45.53 | 55.59 | 67.06 | 97.84 | | Fusion | 93.34 | 45.89 | 57.89 | 71.22 | 98.16 | | F-MS-ECA | 93.66 | 48.16 | 62.81 | 77.68 | 98.50 | | LiDAR | 85.19 | 29.40 | 42.57 | 60.83 | 96.22 | KITTI-aug | Camera | 82.44 | 47.65 | 57.31 | 71.19 | 97.95 | | Fusion | 92.24 | 48.57 | 62.89 | 77.12 | 98.44 | | F-MS-ECA | 92.23 | 51.38 | 65.25 | 78.57 | 98.65 |
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