Research Article
DCCAM-MRNet: Mixed Residual Connection Network with Dilated Convolution and Coordinate Attention Mechanism for Tomato Disease Identification
Table 6
Evaluation indexes of the networks.
| Network model | Recall (%) | F1-score (%) | Precision (%) | mAP (%) |
| MobileNet | 78 | 74 | 77 | 71 | ResNet50 | 83 | 81 | 80 | 74 | ResNeXt50 | 87 | 85 | 83 | 77 | LM-ResNet | 86 | 86 | 87 | 82 | InceptionResNetV2 | 84 | 80 | 85 | 80 | EM-ERNet | 82 | 83 | 85 | 81 | B-ARNet | 84 | 82 | 86 | 81 | SENet | 85 | 84 | 86 | 82 | CMBA-ResNet | 86 | 85 | 88 | 84 | DCCAM-MRNet | 94 | 93 | 94 | 90 |
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