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DenseNet-201 Proxy-NCA loss, performance search for optimal output embedding dimension D.
| MAP@R% | |||
|---|---|---|---|
| Dataset | D-64 | D-128 | D-512 |
| Chimp | 8.4 ± 0 | 9.1 ± 1 | 9.1 ± 0 |
| Nyala | 38.0 ± 1 | 38.6 ± 1 | 38.5 ± 1 |
| Zebra | 29.8 ± 2 | 29.6 ± 1 | 30.6 ± 2 |
| Lion | 48.8 ± 2 | 50.6 ± 1 | 50.5 ± 2 |
| Tiger | 21.6 ± 3 | 23.2 ± 2 | 23.0 ± 3 |
| Panda | 27.5 ± 1 | 28.4 ± 2 | 28.1 ± 1 |
