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Papers Benchmarks Datasets Tasks

Temperature Field Prediction research benchmarks · SOTA2 Research

Temperature Field Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Pacific Ocean sea surface temperature dataset (Jan 1970–Dec 1974)

0.97MAE

16

Feb 26, 2026

BubbleML Subcooled Boiling

0.448MAE (FC72 97°C)

4

May 28, 2026

BubbleML Saturated Boiling

0.143MAE (FC72, 91°C)

4

May 28, 2026

FLOW-3D WELD super-resolved 5 µm mesh (test)

31.8Abs. Mean Error

1

Feb 26, 2026

Popular datasets

BubbleML FLOW-3D WELD Pacific Ocean sea surface temperature

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