Table 4 Comparison of different size models.
From: Potato late blight leaf detection in complex environments
Model | Size | AP@0.5 / % | Params / \(10^{6}\) | FLOPs / \(10^{9}\) |
|---|---|---|---|---|
YOLOv5 | S | 74.43 | 7.02 | 15.94 |
M | 76.72 | 20.87 | 48.22 | |
L | 77.86 | 46.13 | 108.23 | |
YOLOv8 | S | 76.11 | 11.17 | 28.81 |
M | 78.46 | 25.90 | 79.32 | |
L | 79.58 | 43.69 | 165.74 | |
Proposed method | S | 77.65 | 3.87 | 8.43 |
M | 78.23 | 10.06 | 21.58 | |
L | 78.72 | 20.34 | 43.20 |
