Table 6 Classification results of different methods with 20 samples randomly selected for each class
From: Selecting pseudo supervision for unsupervised domain adaptive SAR target classification
|  | 17° → 30° | 30° → 17° | 17° → 45° | 45° → 17° | 30° → 45° | 45° → 30° | Average |
|---|---|---|---|---|---|---|---|
ResNet18[27] | 88.40 | 83.11 | 42.52 | 53.19 | 55.53 | 53.78 | 62.76 |
DDC[8] | 84.80 | 80.05 | 55.28 | 70.52 | 55.57 | 58.82 | 67.51 |
DaNN[20] | 91.14 | 92.95 | 66.30 | 64.63 | 69.14 | 68.03 | 75.36 |
CDAN[12] | 86.66 | 94.28 | 69.06 | 60.99 | 71.04 | 65.86 | 74.65 |
MCC[14] | 91.14 | 93.44 | 66.67 | 49.03 | 66.58 | 42.57 | 68.24 |
JAN[11] | 90.27 | 82.14 | 38.57 | 47.74 | 52.68 | 46.65 | 59.67 |
MCD[13] | 68.42 | 49.96 | 33.42 | 34.00 | 39.74 | 36.50 | 43.67 |
SPL | 91.31 | 96.28 | 75.91 | 64.50 | 71.45 | 66.99 | 77.74 |
SPL-CCR | 93.75 | 96.51 | 73.40 | 63.45 | 77.00 | 64.51 | 78.10 |