Table 5 Performance of our method and existing models.
Site | Size | GCN | ASD-DiagNet | ASD-SAENet | ASD-SWNet |
|---|---|---|---|---|---|
CALTECH | 15 | 56.37 | 52.13 | 56.67 | 70.91 |
CMU | 11 | 71.12 | 68.52 | 70.63 | 78.76 |
KKI | 33 | 70.96 | 69.32 | 71.85 | 75.12 |
LEUVEN | 56 | 63.72 | 61.54 | 64.36 | 73.88 |
MAX_MUN | 46 | 49.31 | 47.76 | 48.02 | 67.36 |
NYU | 172 | 71.04 | 67.94 | 71.96 | 77.09 |
OHSU | 25 | 70.46 | 81.76 | 72.11 | 75.31 |
OLIN | 28 | 65.06 | 64.81 | 65.89 | 79.27 |
PITT | 50 | 70.51 | 66.98 | 72.57 | 71.46 |
SBL | 26 | 57.01 | 51.63 | 57.54 | 77.23 |
SDSU | 27 | 65.96 | 63.90 | 64.21 | 65.62 |
STANFORD | 25 | 52.39 | 63.37 | 53.19 | 67.45 |
TRINITY | 44 | 57.97 | 54.88 | 57.46 | 63.57 |
UCLA | 85 | 67.07 | 72.85 | 68.39 | 70.02 |
UM | 120 | 66.80 | 63.50 | 68.05 | 79.41 |
USM | 67 | 70.05 | 69.01 | 70.28 | 65.76 |
YALE | 41 | 65.19 | 62.86 | 66.74 | 72.66 |
Average | 51.25 | 64.18 | 63.69 | 64.70 | 72.40 |
