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Benchmarks
Equilibrium State Estimation on COVID-19 (20 large regions)
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19.05
RMSE
PatchTST
16.0224
36.4587
56.895
77.3313
Jun 11, 2026
RMSE
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
MAE
PatchTST
Input Length=10, ESE i...
2026.06
19.05
15.13
PatchTST
Input Length=10, ESE i...
2026.06
50.6
46.77
ESE
Input Length=10, Predi...
2026.06
60.16
57.09
ESE
Input Length=20, Predi...
2026.06
62.71
56.03
ESE
Input Length=50, Predi...
2026.06
69.56
56.79
TimeLLM
Input Length=100, ESE...
2026.06
77.67
73.03
ESE
Input Length=100, Pred...
2026.06
94.74
92.14
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