Convolutional Residual-Attention: A Deep Learning Approach for Precipitation Nowcasting

Table 5

Experimental results of different algorithms.

Model	RMSE	EVS
Dual-channel MAR-CNN	7.90	0.77
Dual-channel CNN with attention	9.46	0.70
Dual-channel CNN	9.48	0.70
Single-channel CNN (baseline)	10.29	0.63
GBDT	11.86	0.47
SVM	9.80	0.70