Epidemic Forecasting on US National wILI (seasons 2014/15-2019/20) benchmark leaderboard · SOTA2 Research

Epidemic Forecasting on US National wILI (seasons 2014/15-2019/20)

0.48RMSEEPIFNP

Evaluation Results

Method	Links
EPIFNP2021.06		0.48	0.089	0.56	0.068
DD2021.06		0.6	0.35	3.56	0.12
RNP2021.06		0.61	0.13	3.34	0.43
EPIFNP2021.06		0.7	0.19	1.54	0.11
ED2021.06		0.73	0.14	4.26	0.24
EPIFNP2021.06		0.78	0.123	0.89	0.035
DD2021.06		0.79	0.41	3.87	0.12
EPIFNP2021.06		0.79	0.128	0.84	0.081
GP2021.06		0.83	0.22	1.44	0.16
RNP2021.06		0.88	0.23	9.58	0.46
DD2021.06		0.94	0.45	4.02	0.13
RNP2021.06		0.98	0.22	3.61	0.46
DD2021.06		1.05	0.49	3.77	0.11
ED2021.06		1.13	0.23	6.37	0.15
RNP2021.06		1.18	0.29	3.89	0.45
ED2021.06		1.2	0.25	2.69	0.32
EB2021.06		1.21	0.57	6.92	0.07
EB2021.06		1.23	0.58	7	0.082
EB2021.06		1.25	0.58	7.12	0.085
GP2021.06		1.28	0.21	2.02	0.24
GP2021.06		1.36	0.22	2.12	0.25
SARIMA2021.06		1.43	0.28	3.11	0.43
GP2021.06		1.45	0.26	2.27	0.28
EB2021.06		1.53	0.67	7.23	0.13
GRU2021.06		1.72	0.28	7.98	0.16
ED2021.06		1.81	0.33	8.75	0.42
SARIMA2021.06		1.81	0.35	3.4	0.38
GRU2021.06		1.87	0.31	8.21	0.2
BNN2021.06		1.89	0.34	6.92	0.18
BNN2021.06		2.05	0.46	7.56	0.22
GRU2021.06		2.05	0.41	4.52	0.38
GRU2021.06		2.12	0.356	8.95	0.22
SARIMA2021.06		2.12	0.42	3.81	0.34
MCDP2021.06		2.24	0.46	9.62	0.24
SARIMA2021.06		2.33	0.47	3.87	0.37
MCDP2021.06		2.41	0.51	10	0.32
BNN2021.06		2.43	0.51	8.03	0.25
MCDP2021.06		2.61	0.6	10	0.34
BNN2021.06		2.87	0.29	9.89	0.42
MCDP2021.06		3.36	0.548	10	0.39