Table 3 The comparison results with related work
From: Semi-supervised few-shot learning approach for plant diseases recognition
Results | k-shot | ||||||||
|---|---|---|---|---|---|---|---|---|---|
1 | 5 | 10 | 15 | 20 | 30 | 50 | 80 | 100 | |
Ref. [27] | 0.56 | 0.72 | 0.77 | 0.8 | 0.82 | 0.86 | 0.88 | 0.9 | 0.91 |
Single SS | 0.745 | 0.897 | 0.926 | 0.936 | 0.939 | 0.951 | 0.961 | 0.97 | 0.974 |
Iterative SS | 0.751 | 0.9 | 0.927 | 0.936 | 0.939 | 0.951 | 0.961 | 0.97 | 0.974 |