From: Semi-supervised few-shot learning approach for plant diseases recognition
Results | Split-1, k-shot | Split-2, k-shot | Split-3, k-shot | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 5 | 10 | 20 | 1 | 5 | 10 | 20 | 1 | 5 | 10 | 20 | |
Baseline | 0.328 | 0.467 | 0.64 | 0.732 | 0.439 | 0.685 | 0.787 | 0.891 | 0.507 | 0.631 | 0.772 | 0.893 |
Single SS | 0.337 | 0.509 | 0.667 | 0.747 | 0.447 | 0.747 | 0.857 | 0.897 | 0.523 | 0.676 | 0.799 | 0.901 |
Iterative SS | 0.34 | 0.531 | 0.688 | 0.756 | 0.464 | 0.769 | 0.892 | 0.919 | 0.552 | 0.693 | 0.808 | 0.915 |