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Long-term Forecasting on Weather v1 (test)

0.16MSEAdaMamba
0.152640.202320.2520.30168Jun 13, 2024Oct 4, 2024Jan 26, 2025May 19, 2025Sep 10, 2025Jan 1, 2026Apr 25, 2026

Evaluation results

MethodLinks
AdaMambaInput Length (T)=96, Prediction Length (H)=962026.040.160.205
AdaMambaInput Length (T)=96, Prediction Length (H)=1922026.040.2080.249
AdaMambaInput Length (T)=96, Prediction Length (H)=Average2026.040.2440.272
FredformerPrediction Length=Avg, Input Sequence Length=962024.060.2460.272
iTransformerPrediction Length=Avg, Input Sequence Length=962024.060.2580.279
AdaMambaInput Length (T)=96, Prediction Length (H)=3362026.040.2650.29
AdaMambaInput Length (T)=96, Prediction Length (H)=7202026.040.3440.342