Object Detection on Tomato-Leaf
92.6PrecisionYOLOv3L
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| YOLOv3Ltraining_mode=trained from scratch2025.12 | 92.6 | 87.6 | 94.4 | 85.5 | 90.1 | |
| YOLOv6Ltraining_mode=trained from scratch2025.12 | 92.6 | 87.1 | 94.4 | 85.9 | 89.8 | |
| YOLO12Ltraining_mode=trained from scratch2025.12 | 92.1 | 87 | 94.3 | 85.6 | 89.5 | |
| YOLOv10Ltraining_mode=trained from scratch2025.12 | 91.9 | 85.8 | 94.2 | 84.7 | 88.7 | |
| YOLO12Xtraining_mode=trained from scratch2025.12 | 91.9 | 87.9 | 94.3 | 85.3 | 89.8 | |
| TCLeaf-Nettraining_mode=trained from scratch2025.12 | 91.8 | 88.8 | 94.6 | 86.7 | 90.3 | |
| YOLO11Ltraining_mode=trained from scratch2025.12 | 91 | 88.7 | 94.6 | 85.8 | 89.9 | |
| YOLOv8Ltraining_mode=trained from scratch2025.12 | 90.9 | 88.6 | 94.6 | 85.8 | 89.7 | |
| RTDETR-R50training_mode=trained from scratch2025.12 | 89.8 | 83.6 | 90.3 | 81.7 | 86.6 | |
| RTDETR-R101training_mode=trained from scratch2025.12 | 88.7 | 84 | 90.4 | 81.9 | 86.3 | |
| YOLOv5Ltraining_mode=trained from scratch2025.12 | 88.5 | 79.7 | 90 | 80.4 | 83.9 | |
| RTDETR-Ltraining_mode=trained from scratch2025.12 | 87.5 | 80.8 | 88.5 | 78.6 | 84 | |
| RTDETR-Xtraining_mode=trained from scratch2025.12 | 87.2 | 80.8 | 88.5 | 78.9 | 83.9 | |
| YOLOv9Ctraining_mode=trained from scratch2025.12 | 85.3 | 79.5 | 89 | 77.4 | 82.3 |