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Comparison of mAP values for each severity level before and after YOLOv11n model improvement
| Disease grade | mAP50/% | mAP50-95/% | ||
|---|---|---|---|---|
| 11n | 11n-AIU | 11n | 11n-AIU | |
| 0 | 99.5 | 99.5 | 99.1 | 99. 4 |
| 1 | 90.4 | 92.4 | 89.7 | 92.2 |
| 3 | 84.2 | 89.9 | 82.6 | 88.9 |
| 5 | 85.8 | 90.9 | 83.9 | 89.3 |
| 7 | 95.4 | 96.3 | 94.1 | 95.7 |
| 9 | 96.3 | 95.7 | 95.5 | 95.1 |
| all | 91.9 | 94.1 | 90.8 | 93.4 |
