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Spatio-temporal forecasting on Synthetic spatio-temporal T=500 (test)
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4.5
RMSE
Full Kriging (Oracle)
4.368
5.259
6.15
7.041
Dec 19, 2025
RMSE
MAE
CRPS
Updated 4d ago
Evaluation Results
Method
Method
Links
RMSE
MAE
CRPS
Full Kriging (Oracle)
Params=N/A, Compute co...
2025.12
4.5
2.8
2.1
Geo-Transformer (trained)
Params=121k, Compute c...
2025.12
5.25
2.72
2.35
DCRNN (SOTA)
Params=55k, Compute co...
2025.12
5.38
2.77
-
Vanilla Transformer
Params=120k, Compute c...
2025.12
5.8
2.95
3.5
Historical average
Params=0, Compute cost...
2025.12
7.8
4.1
-
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