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Papers Benchmarks Datasets Tasks

Virtual Sensing research benchmarks · SOTA2 Research

Virtual Sensing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Heat Exchanger (test)

VIRSO 10-L (Full)

0.84Mean L2 Error (%)

7

Jun 16, 2026

Dataset 1 SM2 Outlet Temperature (test)

0.061RMSE

6

Apr 14, 2026

Dataset 1 SM2 Inlet Temperature (test)

0.109RMSE

6

Apr 14, 2026

Dataset 1 SM2 Flow Rate (test)

0.115RMSE

6

Apr 14, 2026

Dataset 1 SM1 Outlet Temperature (test)

0.185RMSE

6

Apr 14, 2026

Dataset 1 SM1 Inlet Temperature (test)

0.124RMSE

6

Apr 14, 2026

Dataset 1 SM1 Flow Rate (test)

0.175RMSE

6

Apr 14, 2026

Dataset 3 SM2 Outlet Temperature

0.098RMSE

6

Apr 14, 2026

Dataset 3 SM2 Inlet Temperature

0.194RMSE

6

Apr 14, 2026

Dataset SM2 Flow Rate 3

0.099RMSE

6

Apr 14, 2026

Dataset 3 SM1 Outlet Temperature

0.232RMSE

6

Apr 14, 2026

Dataset 3 SM1 Inlet Temperature

0.225RMSE

6

Apr 14, 2026

Dataset 3 SM1 Flow Rate

0.144RMSE

6

Apr 14, 2026

16m wide bridge truss

0.758NMSE (Displacement)

2

Apr 30, 2026

8m wide bridge truss

0.051NMSE (Displacement)

2

Apr 30, 2026

Sobol Random Array 32-node

0.298NMSE (Position)

2

Apr 30, 2026

16-node random Sobol array

3.463NMSE (u)

2

Apr 30, 2026

Popular datasets

Dataset-1 dataset Dataset-3 Bridge Heat Exchanger

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