Skip to main content
. 2022 Sep 27;8:e1098. doi: 10.7717/peerj-cs.1098

Table 6. The ablation study of TCCNet. Inference time is represented by comparing each model to ResNet50-BOT as only relative comparison.

Method Params (M) Inference time Module MSMT17
LFCM HFCM mAP (%) Rank-1 (%)
ResNet50-BoT 23.3 × × 56.7 79.2
ResNet101-BoT 42.5 1.47× × × 57.6 80.1
ViT-BoT/s = 16 92.7 2.11× × × 61.0 81.8
ViT-BoT/s = 12 92.7 3.34× × × 64.4 83.5
TCCNet (Ours) 101.2 5.53× × 58.6 78.2
× 65.2 83.1
66.9 84.5