Research Article
Multilayer Convolutional Feature Aggregation Algorithm for Image Retrieval
Table 3
mAP values of different combinations of two layers on two datasets.
| ā | Pool4+Pool5 | Pool3+Pool4 | Pool3+Pool5 | Dimension | 1024 | 512 | 256 | 768 | 512 | 256 | 768 | 512 | 256 |
| Oxford5k+ML-CroW | 74.5 | 65.9 | 59.5 | 66.4 | 61.2 | 45.1 | 71.4 | 68.1 | 43.9 | Oxford5k+ML-RCroW | 76.8 | 74.6 | 70.3 | 69.1 | 67.2 | 61.2 | 73.4 | 73.9 | 71.3 | Paris6k+ML-CroW | 81.0 | 72.9 | 70.0 | 73.4 | 70.9 | 60.9 | 79.4 | 77.3 | 58.2 | Paris6k+ML-RCroW | 82.9 | 81.9 | 79.0 | 77.5 | 78.1 | 75.6 | 81.1 | 81.5 | 78.7 |
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