Attention method | OA | AP | AR | AF1 |
|---|
No | 97.55 | 92.15 | 93.36 | 92.61 |
CD | SE [51, 52] | 97.75 | 91.87 | 96.21 | 93.92 |
ECA [53] | 97.37 | 90.29 | 93.05 | 91.24 |
CAM [30] | 98.06 | 93.51 | 95.06 | 94.17 |
SD | SAM [30] | 97.75 | 91.78 | 95.49 | 93.56 |
TD | CAM // SAM [30] | 97.73 | 91.73 | 94.27 | 92.90 |
CAM + SAM (CSAM) [30] | 97.68 | 89.49 | 97.43 | 93.11 |
SAM + CAM (SCAM) [30] | 97.84 | 91.61 | 96.38 | 93.82 |
- Best results are in bold; CD channel dimension, SD spatial dimension, TD two dimensions, // parallel, + sequential
