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Spatial Out-of-Distribution Forecasting on Weather-5K Spatial OOD 120h horizon
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1.263
Temperature Error (TMP)
PIMSM
1.21476
1.54038
1.866
2.19162
May 8, 2026
Temperature Error (TMP)
Sea Level Pressure Error (SLP)
Dew Point Error (DEW)
Wind Speed Error
Wind Cosine Component Error
Wind Sine Component Error
Updated 15d ago
Evaluation Results
Method
Method
Links
Temperature Error (TMP)
Sea Level Pressure Error (SLP)
Dew Point Error (DEW)
Wind Speed Error
Wind Cosine Component Error
Wind Sine Component Error
PIMSM
domain-specific adapta...
2026.05
1.263
2.585
1.546
1.565
0.494
0.457
1D-CNN
2026.05
1.79
3.39
2.222
1.633
0.508
0.527
Transformer
2026.05
2.108
4.629
2.312
1.818
0.551
0.58
Mamba2
2026.05
2.469
4.522
2.797
2.01
0.594
0.624
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