notesum.ai
Published at December 6Mix-Modality Person Re-Identification: A New and Practical Paradigm
cs.CV
Released Date: December 6, 2024
Authors: Wei Liu1, Xin Xu1, Hua Chang1, Xin Yuan1, Zheng Wang2
Aff.: 1Wuhan University of Science and Technology, China; 2National Engineering Research Center for Multimedia Software, Institute of Artificial Intelligence, Wuhan University, China

| Method | Mode 1 | ||||
| Rank-1 | Rank-5 | Rank-10 | mAP | mINP | |
| DART mix | 72.80 | 82.04 | 86.74 | 68.35 | 56.07 |
| DART | 98.52 | 99.74 | 99.74 | 81.51 | 87.63 |
| AGW mix | 81.23 | 90.39 | 93.93 | 74.81 | 58.75 |
| AGW | 89.34 | 96.21 | 98.19 | 60.78 | 27.57 |
| AGW M | 81.83 | 90.56 | 94.44 | 64.45 | 39.46 |
| AGW C | 95.43 | 98.40 | 99.20 | 69.62 | 35.78 |
| AGW C M | 94.34 | 98.02 | 99.03 | 68.42 | 34.04 |
| HCTL mix | 88.90 | 94.47 | 96.18 | 80.67 | 66.13 |
| HCTL | 78.63 | 86.69 | 90.30 | 59.35 | 21.38 |
| HCTL M | 77.93 | 87.48 | 91.60 | 58.66 | 22.72 |
| HCTL C | 90.05 | 96.21 | 98.32 | 61.81 | 21.38 |
| HCTL C M | 78.29 | 86.76 | 91.42 | 56.81 | 19.42 |
| DEEN mix | 87.95 | 93.89 | 96.24 | 80.74 | 65.64 |
| DEEN | 97.55 | 99.33 | 99.69 | 78.24 | 51.58 |
| DEEN M | 97.58 | 99.31 | 99.71 | 78.17 | 51.66 |
| DEEN C | 97.82 | 99.35 | 99.71 | 79.59 | 53.22 |
| DEEN C M | 97.90 | 99.39 | 99.72 | 79.82 | 53.79 |