Multimodal Data Guided Spatial Feature Fusion and Grouping Strategy for E-Commerce Commodity Demand Forecasting

Table 6

RMSE comparative experimental results of different methods.

Methods	Good_ID: 192	Good_ID: 73	Good_ID: 106	Good_ID: 213	Good_ID: 50	Good_ID: 239
ARIMA	26.659	25.3666	30.458	19.2565	17.0025	22.3695
MLP-LSTM	22.0145	17.3695	25.2365	21.5625	20.6953	15.6526
Ours	2.3979	3.2787	3.4820	2.6457	2.3184	2.0311