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Papers Benchmarks Datasets Tasks

Model Learning from Noisy Data research benchmarks · SOTA2 Research

Model Learning from Noisy Data

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SWE (Shallow Water Equations) system

4.27Full-field Avg Relative Error

18

Feb 26, 2026

RD (Reaction-Diffusion) system

8.42Full-Field Relative Error

12

Feb 26, 2026

FN (FitzHugh-Nagumo) system

14.98Full-field Avg Relative Error

12

Feb 26, 2026

Popular datasets

SWE FN (FitzHugh-Nagumo) system RD (Reaction-Diffusion) system

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