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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