Skip to main content

Table 4 The comparison results under different domain splits

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