Rice Variety Identification on Rice seed varieties dataset
99.2Accuracy (BC-15)ResNet18
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ResNet18Model Role=Teacher, Network Branch=Auxiliary2025.12 | 99.2 | 99.19 | 99.83 | 98.35 | 99.57 | 95.73 | 98.31 | 97.15 | 99.02 | 98.48 | |
| Proposed Hybrid Knowledge Distillation FrameworkModel Role=Student, Network Branch=Main2025.12 | 99.07 | 98.15 | 99.65 | 98.48 | 99.36 | 97.22 | 98.8 | 97.86 | 98.47 | 98.56 | |
| ResNet18Model Role=Teacher, Network Branch=Main2025.12 | 99.07 | 99.19 | 99.65 | 98.23 | 99.79 | 96.79 | 99.04 | 96.67 | 99.45 | 98.65 | |
| Proposed Hybrid Knowledge Distillation FrameworkModel Role=Student, Network Branch=Auxiliary2025.12 | 98.67 | 97.69 | 99.65 | 98.35 | 99.36 | 97.22 | 99.28 | 97.86 | 98.25 | 98.48 |