Table 3.
Retrieval results of Top 10–ranked images on validation data for visual similarity based on different distance metrics
| Number of features (n) | MAP (10) | ||||
|---|---|---|---|---|---|
| Euclidean | City block | Cosine | Correlation | Spearman | |
| 50 | 0.4623 | 0.5158 | 0.4601 | 0.4610 | 0.4602 |
| 100 | 0.4754 | 0.5805 | 0.4747 | 0.4810 | 0.5406 |
| 200 | 0.4930 | 0.5816 | 0.4787 | 0.4953 | 0.5912 |
| 300 | 0.4981 | 0.5411 | 0.4785 | 0.4942 | 0.5744 |
| 400 | 0.5053 | 0.5727 | 0.4727 | 0.4769 | 0.5121 |