Wireless Communications and Mobile Computing / 2022 / Article / Tab 3 / Research Article
Crossmodality Person Reidentification Based on Global and Local Alignment Table 3 Comparison with the state-of-the-arts on SYSU-MM01 dataset. The R1, R10, and R20 denote rank 1, rank 10, and rank 20 accuracies (%), respectively. The mAP denotes mean average precision score (%).
Methods All-search Indoor-search Single-shot Multishot Single-shot Multishot R1 R10 R20 mAP R1 R10 R20 mAP R1 R10 R20 mAP R1 R10 R20 mAP HOG 2.76 18.3 32.0 4.24 3.82 22.8 37.7 2.16 3.22 24.7 44.6 7.25 4.75 29.1 49.4 3.53 LOMO 3.64 23.2 37.3 4.53 4.70 28.3 43.1 2.28 5.75 34.4 54.9 10.2 7.36 40.4 60.4 5.64 One-stream 12.1 49.7 66.8 13.7 16.3 58.2 75.1 8.59 17.0 63.6 82.1 23.0 22.7 71.8 87.9 15.1 Two-stream 11.7 48.0 65.5 12.9 16.4 58.4 74.5 8.03 15.6 61.2 81.1 21.5 22.5 72.3 88.7 14.0 Zero-padding 14.8 52.2 71.4 16.0 19.2 61.4 78.5 10.9 20.6 68.4 85.8 27.0 24.5 75.9 91.4 18.7 BCTR 16.2 54.9 71.5 19.2 — — — — — — — — — — — — BDTR 17.1 55.5 72.0 19.7 — — — — — — — — — — — — cmGAN 27.0 67.5 80.6 27.8 31.5 72.7 85.0 22.3 31.7 77.2 89.2 42.2 37.0 80.9 92.3 32.8 eBDTR 27.8 67.3 81.3 28.4 — — — — 32.5 77.4 89.6 42.5 — — — — 28.9 70.6 82.4 29.2 — — — — — — — — — — — — MAC 33.3 79.0 90.1 36.2 — — — — 36.4 62.4 71.6 37.0 — — — — AlignGAN 42.4 85.0 93.7 40.7 51.5 89.4 95.7 33.9 45.9 87.6 94.4 54.3 57.1 92.7 97.4 45.3 JSIA-ReID 38.1 80.7 89.9 36.9 45.1 85.7 93.8 29.5 43.8 86.2 94.2 52.9 52.7 91.1 96.4 42.7 Ours 43.8 86.2 93.4 40.9 53.8 92.1 96.7 33.8 46.4 90.5 96.7 55.3 58.2 95.1 98.3 44.9