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Monthly Rainfall Prediction research benchmarks · SOTA2 Research

Monthly Rainfall Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Thailand TMD Stations Monthly (Cluster 12)

59.91RMSE

6

Apr 27, 2026

Thailand TMD Stations Cluster 10 Monthly

Physics-informed GAT-detrend + Spatial Season-aware GPD

76.57RMSE

6

Apr 27, 2026

Thailand TMD Stations Monthly (Cluster 9)

Physics-informed GAT-detrend + Spatial Season-aware GPD

58.4RMSE

6

Apr 27, 2026

Thailand TMD Stations Cluster 8 Monthly

Physics-informed GAT-detrend + Spatial Season-aware GPD

64.74RMSE

6

Apr 27, 2026

Thailand TMD Stations Monthly (Cluster 7)

Physics-informed GAT-detrend + Spatial Season-aware GPD

54.21RMSE

6

Apr 27, 2026

Thailand TMD Stations Monthly (Cluster 6)

Physics-informed GAT-detrend + Spatial Season-aware GPD

58.01RMSE

6

Apr 27, 2026

Thailand TMD Stations Monthly (Cluster 5)

Physics-informed GAT-detrend + Spatial Season-aware GPD

157.62RMSE

6

Apr 27, 2026

Thailand TMD Stations Monthly (Cluster 4)

Physics-informed GAT-detrend + Spatial Season-aware GPD

113.57RMSE

6

Apr 27, 2026

Thailand TMD Stations Monthly (Cluster 3)

Physics-informed GAT-detrend + Spatial Season-aware GPD

103.6RMSE

6

Apr 27, 2026

Thailand TMD Stations Cluster 2 Monthly

Physics-informed GAT-detrend + Spatial Season-aware GPD

74.68RMSE

6

Apr 27, 2026

Thailand TMD Stations Monthly (Cluster 1)

Physics-informed GAT-detrend + Spatial Season-aware GPD

90.45RMSE

6

Apr 27, 2026

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Thailand TMD Stations

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