Table 3.
Class | Swin | SegFormer | Segmenter | |||
---|---|---|---|---|---|---|
IoU | Acc | IoU | Acc | IoU | Acc | |
Background | 90.63 | 97.47 | 91.74 | 95.56 | 90.13 | 95.13 |
Clover | 78.61 | 92.28 | 78.4 | 91.06 | 73.36 | 87.05 |
Common ragweed | 79.15 | 88.54 | 82.47 | 92.53 | 74.95 | 83.78 |
Crabgrass | 32.48 | 34.79 | 44.26 | 62.48 | 40.11 | 53.76 |
Dandelion | 73.09 | 82.29 | 68.91 | 76.26 | 63.64 | 71.79 |
Ground ivy | 86.65 | 89.05 | 90.42 | 97.43 | 90.75 | 97.69 |
Lambsquarter | 82.93 | 88.35 | 73.86 | 88.53 | 76.54 | 83.76 |
Pigweed | 32.45 | 36.81 | 36.1 | 46.28 | 22.91 | 35.29 |
Plantain | 68.71 | 72.77 | 63.79 | 67.57 | 63.0 | 68.97 |
Tall fescue | 55.64 | 72.53 | 55.41 | 82.34 | 51.28 | 80.12 |
Unknown weed | 39.12 | 45.14 | 37.8 | 42.54 | 4.9 | 5.05 |