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Papers Benchmarks Datasets Tasks

Fluid Dynamics Prediction research benchmarks · SOTA2 Research

Fluid Dynamics Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LLM4Fluid + LoRA

0.014MAE

20

Feb 26, 2026

LLM4Fluid + LoRA

0.026MAE

20

Feb 26, 2026

LLM4Fluid + LoRA

0.006MAE

20

Feb 26, 2026

LLM4Fluid + LoRA

0.051MAE

20

Feb 26, 2026

0.018MAE

20

Feb 26, 2026

0.096Pressure L2 Error

13

Feb 26, 2026

Low-Re Zero-shot from Dam

0.023MAE

9

Feb 26, 2026

Dam Zero-shot from Channel

0.026MAE

9

Feb 26, 2026

Channel Zero-shot from Cavity

0.042MAE

9

Feb 26, 2026

Cavity Zero-shot from High-Re

0.008MAE

9

Feb 26, 2026

High-Re Zero-shot from Low-Re

0.052MAE

9

Feb 26, 2026

2D Navier-Stokes Kolmogorov flow (test)

0.98Mean Error

7

Jun 11, 2026

Popular datasets

Low-Re High-Re Cavity Channel Dam

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