Table 3.

RMSE and MAPE with various model from June 21, 2021 to July 10, 2021.

Country/States	Models	Next 7 days		Next 14 days		Next 21 days
		prediction		prediction		prediction
		RMSE	MAPE	RMSE	MAPE	RMSE	MAPE
India	Vanilla LSTM	9746.6	19.57	8454.28	17.01	11912.86	24.09
	Stacked LSTM	4687.34	8.68	5273.4	9.99	6023.1	11.36
	BiLSTM	3889.28	7.34	5349.35	10.3	6369	12.29
	ED_LSTM	4067.74	7.95	4385.09	8.1	4431.91	8.75
	CNN	6729.1	12.61	5320.62	10.89	4304.57	7.6
	CNN+LSTM	4831.59	9.07	4916.03	7.86	4431.45	7.57
Maharashtra	Vanilla LSTM	1455.74	14.63	2594.56	25.73	1075.67	10.69
	Stacked LSTM	1505.12	15.55	1046.71	10.21	1125.31	10.8
	BiLSTM	1038.16	9.95	1339.5	14.08	1041.19	10.24
	ED_LSTM	1889.96	19.36	1288.35	13.8	1363.88	14.56
	CNN	1871.02	19.54	1140.99	11.5	1232.49	12.65
	CNN+LSTM	1413.44	13.61	1231.39	11.83	1328.62	12.76
Kerala	Vanilla LSTM	3758.49	22.17	2219.32	13.78	1470.86	9.55
	Stacked LSTM	3747.23	23.48	2740.37	19.24	1801.96	13.2
	BiLSTM	2468.36	18.21	3015.41	21.99	1778.38	13.56
	ED_LSTM	2436.79	17.05	2700.32	19.71	2304.13	16.57
	CNN	1836.93	13.6	1839.97	13.58	2436.62	17.26
	CNN+LSTM	2641.06	19.17	1950.78	13.54	4276.85	28.01
Karnataka	Vanilla LSTM	948.58	27.13	461.05	14.14	460.7	13.72
	Stacked LSTM	616.77	19.12	482.77	13.43	876.11	25.35
	BiLSTM	702.86	21.95	632.44	19.64	549.77	17.01
	ED_LSTM	495.17	15.81	497.36	15.42	720.96	21.64
	CNN	539.86	17.15	767.04	22.86	767.9	22.64
	CNN+LSTM	659.5	21.37	513.75	15.96	590.59	18.37
Tamil Nadu	Vanilla LSTM	1096.36	25.25	1437.03	33.79	1571.95	36.87
	Stacked LSTM	1527.06	35.82	671.79	14.99	1253.73	29.34
	BiLSTM	1716.46	40.13	393.62	8	779.47	17.67
	ED_LSTM	700.86	14.66	768.71	15.97	826.78	17.26
	CNN	1516.43	35.44	1040.41	24.12	1134.7	26.52
	CNN+LSTM	594.12	11.8	823.92	15.37	1419.17	31.53