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Temperature Prediction research benchmarks · SOTA2 Research

Temperature Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LargeST USA-Canada Vancouver station (test)

1.021MAE (4h)

16

Jun 5, 2026

3.546MSE

4

May 8, 2026

LargeST Europe (Barcelona station) (test)

2.174MAE (3 days)

2

Jun 5, 2026

GLORYS12 reanalysis track

0.548RMSE (°C)

2

May 18, 2026

PEM Electrolyzer Temperature

0.16MSE

2

Mar 4, 2026

Heat-2D multi_chip (test)

96.13Accuracy (%)

1

Jun 11, 2026

Heat-2D forced_conv (test)

95.53Accuracy

1

Jun 11, 2026

Heat-2D simple_chip (test)

95.89Accuracy

1

Jun 11, 2026

LargeST Europe Munich station (test)

3.196MAE (3 days)

1

Jun 5, 2026

USA-Canada Los Angeles station LargeST (test)

1.183MAE (4h)

1

Jun 5, 2026

LargeST Europe Maastricht station (test)

4.164MAE (3 days)

1

Jun 5, 2026

USA-Canada New York station LargeST (test)

0.982MAE (4h)

1

Jun 5, 2026

MADIS 2023 (test)

0.771RMSE (1h)

1

Apr 28, 2026

LPBF 10um mesh simulation 8-fold cross-validation 1.0 (test)

18.3MAE

1

Feb 26, 2026

Popular datasets

LargeST Heat-2D USA-Canada ARGO LPBF mesh simulation

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