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

Table 6.

Results of a comparison using the Mall dataset.

Dataset Mall
Evaluation metric MAE RMSE
MORR43 3.15 3.96
CMTL61 3.02 3.81
MCNN41 2.24 2.92
DRSAN62 1.72 2.10
HSRNet58 1.80 2.28
MFENet 1.50 2.08

The top performance is indicated in bold.