Weekly forecasting on influenza hospitalizations surveillance prediction (2023W41–2024W16) benchmark leaderboard · SOTA2 Research

Weekly forecasting on influenza hospitalizations surveillance prediction (2023W41–2024W16)

0.138Forecast Horizon W1 PerformancePersistence

Evaluation Results

Method	Links
Persistence2026.06		0.138	0.217	0.278	0.328	0.24	—	—
M-SPICE2026.06		0.144	0.201	0.254	0.31	0.228	—	—
Crossformer2026.06		0.145	0.203	0.274	0.326	0.237	—	—
Maestro2026.06		0.145	0.203	0.261	0.311	0.23	—	—
M-SPICE2026.06		0.149	0.196	0.249	0.287	0.22	—	—
DiPro2026.06		0.155	0.217	0.265	0.315	0.238	—	—
ARIMA2026.06		0.165	0.268	0.372	0.46	0.316	—	—
GRU2026.06		0.208	0.266	0.316	0.346	0.284	—	—
Cola-GNN2026.06		0.235	0.339	0.356	0.371	0.325	—	—
CNNRNN-Res2026.06		0.248	0.304	0.355	0.397	0.326	—	—
Autoformer2026.06		0.331	0.341	0.394	0.425	0.373	—	—
Timemixer2026.06		0.332	0.313	0.346	0.377	0.342	—	—
ARIMA2026.06		—	—	—	—	—	66.8	1.465
Autoformer2026.06		—	—	—	—	—	71.6	1.81
CNNRNN-Res2026.06		—	—	—	—	—	67.5	0.775
Cola-GNN2026.06		—	—	—	—	—	67.2	0.663
Crossformer2026.06		—	—	—	—	—	69.9	1.035
DiPro2026.06		—	—	—	—	—	75.3	0.834
GRU2026.06		—	—	—	—	—	77.1	1.026
M-SPICE2026.06		—	—	—	—	—	77.6	0.745
M-SPICE2026.06		—	—	—	—	—	75.5	0.801
Maestro2026.06		—	—	—	—	—	73.4	0.799
Persistence2026.06		—	—	—	—	—	74.3	1
Timemixer2026.06		—	—	—	—	—	70.6	1.564