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Spatial Out-of-Distribution Forecasting on Weather-5K 24h horizon
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0.921
Temperature Error (TMP)
PIMSM
0.88492
1.12846
1.372
1.61554
May 8, 2026
Temperature Error (TMP)
Sea Level Pressure Error (SLP)
Dewpoint Error (DEW)
Wind Speed Error
Wind Cosine Component Skill
Wind Sine Component Skill
Updated 15d ago
Evaluation Results
Method
Method
Links
Temperature Error (TMP)
Sea Level Pressure Error (SLP)
Dewpoint Error (DEW)
Wind Speed Error
Wind Cosine Component Skill
Wind Sine Component Skill
PIMSM
domain-specific adapta...
2026.05
0.921
1.19
1.066
1.301
0.41
0.37
1D-CNN
2026.05
1.15
1.505
1.316
1.33
0.416
0.389
Transformer
2026.05
1.351
2.066
1.417
1.537
0.462
0.45
Mamba2
2026.05
1.823
2.486
1.951
1.903
0.561
0.53
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