Research Article
An Easy Way to Deploy the Re-ID System on Intelligent City: Cross-Domain Few-Shot Person Reidentification
Table 7
Comparisons of other methods with Duke [
35] and Market [
34]: results from [
30].
| | Methods | Duke —> Market | Market —> Duke | | mAP | Rank-1 | mAP | Rank-1 |
| | UMDL [4] | 12.4 | 34.5 | 7.3 | 18.5 | | PUL [1] | 20.5 | 45.5 | 16.4 | 30.0 | | SPGAN [43] | 22.8 | 51.5 | 22.3 | 41.1 | | ATNet [44] | 25.6 | 55.7 | 24.9 | 45.1 | | MMFA [48] | 27.4 | 56.7 | 24.7 | 45.3 | | TJ-AIDL [3] | 26.5 | 58.2 | 23.0 | 44.3 | | CamStyle [45] | 27.4 | 58.8 | 25.1 | 48.4 | | HHL [46] | 31.4 | 62.2 | 27.2 | 46.9 | | ECN [47] | 43.0 | 75.1 | 40.4 | 63.3 | | UDAP [49] | 53.7 | 75.8 | 49.0 | 68.4 | | AD-Cluster [30] | 68.3 | 86.7 | 54.1 | 72.6 | | UNRN [50] | 78.1 | 91.9 | 69.1 | 82.0 | | ReWIF (Ours) | 55.9 | 79.1 | 51.6 | 70.9 |
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