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Benchmarks
Spatial-temporal Forecasting on Influenza-USA
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4.81
RMSE
NIMMGen
-26.3372
183.9064
394.15
604.3936
Feb 20, 2026
RMSE
Bug Counts (Horizon 20)
Updated 4d ago
Evaluation Results
Method
Method
Links
RMSE
Bug Counts (Horizon 20)
NIMMGen
Mode=Mechanistic
2026.02
4.81
1.33
HDTwinGen
Mode=Mechanistic
2026.02
8.78
2.06
Zero-shot
Mode=Mechanistic
2026.02
20.92
4
NIMMGen
Mode=Hybrid
2026.02
21.82
5.33
Transformer
Mode=Mechanistic
2026.02
30.72
-
LSTM
Mode=Mechanistic
2026.02
86.69
-
Grad-Metapopulation
Mode=Mechanistic
2026.02
117.9
-
HDTwinGen
Mode=Hybrid
2026.02
163.69
7.92
Zero-shot
Mode=Hybrid
2026.02
783.49
6
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