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. 2025 Apr 17;15:13275. doi: 10.1038/s41598-025-95174-9

Table 4.

Results of a comparison using the ShanghaiTech dataset.

Dataset ShanghalTech Part A ShanghalTech Part B
Evaluation metric MAE RMSE MAE RMSE
MCNN41 110.2 173.2 26.4 41.31
SwitchCNN53 90.4 135.0 21.6 33.4
CPCNN11 73.6 106.4 20.1 30.1
CLPNet56 71.5 108.7 12.2 20.0
FMLF57 69.8 114.7 10.2 14.9
CSRNet54 68.2 115.0 10.6 16.0
DADNet55 64.2 99.9 8.8 13.5
CAN59 62.3 100.0 7.8 12.2
HSRNet58 62.3 100.3 7.2 11.8
MFEFNet 24.18 98.1 6.5 10.4

The top performance is indicated in bold.