Table 7.
Comparison of retrieval results based on visual similarity using same dataset
| Category | AP@10 | AP@20 | AP@30 | AP@50 | AP@100 | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Ma et al[41] | Proposed | Ma et al[41] | Proposed | Ma et al[41] | Proposed | Ma et al[41] | Proposed | Ma et al[41] | Proposed | |
| AB | 0.45 | 0.4922 | 0.25 | 0.3911 | 0.1667 | 0.38 | 0.14 | 0.29 | 0.08 | 0.22 |
| BMP | 0.74 | 0.7472 | 0.7276 | 0.6961 | 0.7 | 0.65 | 0.55 | 0.60 | 0.31 | 0.53 |
| Calcification | 0.4 | 0.6264 | 0.25 | 0.5588 | 0.2331 | 0.51 | 0.22 | 0.46 | 0.135 | 0.40 |
| CV | 0.4 | 0.7401 | 0.575 | 0.6967 | 0.4667 | 0.66 | 0.47 | 0.62 | 0.411 | 0.55 |
| GGO | 0.75 | 0.5454 | 0.65 | 0.4949 | 0.5 | 0.46 | 0.32 | 0.40 | 0.17 | 0.32 |
| Lobulation | 0.71 | 0.5579 | 0.652 | 0.4828 | 0.4861 | 0.44 | 0.3 | 0.39 | 0.155 | 0.34 |
| OP | 0.45 | 0.5986 | 0.3 | 0.4323 | 0.2163 | 0.39 | 0.16 | 0.34 | 0.0841 | 0.28 |
| PI | 0.6 | 0.5899 | 0.52 | 0.5261 | 0.4651 | 0.48 | 0.46 | 0.44 | 0.3406 | 0.38 |
| Speculation | 0.3 | 0.5241 | 0.225 | 0.4367 | 0.2 | 0.41 | 0.16 | 0.34 | 0.12 | 0.25 |
| MAP | 0.5333 | 0.6024 | 0.4611 | 0.5239 | 0.3815 | 0.4866 | 0.3089 | 0.4311 | 0.2006 | 0.3633 |