Table 6 Experimental results for different combinations of dilation rates on the potsdam dataset.
Parameter | Street | Building | LowVeg | Tree | Car | OA | MIoU | MF1 | |||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
IoU | F1 | IoU | F1 | IoU | F1 | IoU | F1 | IoU | F1 | ||||
(4, 8, 12) | 67.20 | 80.38 | 90.17 | 94.84 | 77.74 | 87.47 | 78.06 | 87.67 | 90.54 | 95.03 | 90.85 | 84.99 | 91.87 |
(6, 12, 18) | 61.49 | 76.15 | 90.81 | 95.18 | 77.87 | 87.56 | 78.35 | 87.86 | 91.43 | 95.52 | 90.58 | 85.12 | 91.85 |
(6, 12, 18, 24) | 65.96 | 79.49 | 90.90 | 95.23 | 78.29 | 87.82 | 80.09 | 88.94 | 91.07 | 95.33 | 91.30 | 85.87 | 92.30 |
(4, 8, 12, 16) | 68.70 | 81.45 | 91.63 | 95.63 | 78.03 | 87.66 | 79.63 | 88.66 | 91.49 | 95.55 | 91.39 | 85.94 | 92.33 |