Table 2 Comparison experiments of different components on the dataset of TCE-S and ICR2020.
From: Combined query embroidery image retrieval based on enhanced CNN and blend transformer
GEA | SA | TCE-S | ICR2020 | ||||||
|---|---|---|---|---|---|---|---|---|---|
R@1 | R@10 | R@50 | mAP | R@1 | R@10 | R@50 | mAP | ||
✗ | ✗ | 27.34 | 43.67 | 69.34 | 41.36 | 20.76 | 35.34 | 63.67 | 36.56 |
w/o H | ✗ | 36.63 | 50.45 | 74.38 | 48.45 | 28.82 | 42.83 | 71.34 | 44.73 |
w/o W | ✗ | 33.12 | 47.75 | 72.45 | 44.62 | 25.37 | 39.61 | 67.73 | 40.32 |
w/o H×W | ✗ | 35.32 | 49.67 | 73.67 | 46.21 | 27.45 | 40.54 | 69.62 | 42.56 |
w/o ESM | ✗ | 39.46 | 51.34 | 76.37 | 49.76 | 32.34 | 44.34 | 73.76 | 45.52 |
✓ | ✗ | 42.21 | 53.02 | 78.42 | 50.27 | 34.45 | 46.23 | 74.79 | 47.23 |
✗ | ✓ | 34.23 | 48.21 | 73.54 | 46.36 | 25.26 | 41.23 | 68.25 | 41.56 |
✓ | ✓ | 46.25 | 56.76 | 81.54 | 53.45 | 37.74 | 49.53 | 78.87 | 49.53 |
