Table 4.
Ablation experiment results.
| Method | ACC (%) | ||
|---|---|---|---|
| AI Challenger | Cassava leaves | IP102 | |
| ResNet50 | 94.5 | 89.7 | 54.7 |
| ResNet50+FABM | 95.3 | 94.2 | 55.9 |
| ResNet50+ SFL | 95.0 | 92.8 | 55.4 |
| ResNet50+ FABM + SFL | 96.0 | 96.1 | 56.9 |
| CSP | 95.6 | 92.3 | 55.6 |
| CSP + FABM | 96.0 | 95.2 | 56.4 |
| CSP + SFL | 95.9 | 93.6 | 56.0 |
| CSP + FABM + SFL | 96.4 | 96.4 | 57.1 |