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QoS Prediction research benchmarks · SOTA2 Research

QoS Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

WSDREAM Response Time 2T (test)

0.293MAE

21

Feb 26, 2026

WSDREAM Throughput 2T (test)

10.407MAE

11

Feb 26, 2026

0.91Params (M)

5

Feb 26, 2026

Normal Network Traffic (test)

0.51MSE

4

Jun 18, 2026

Normal Network Traffic (train)

0.016MSE

4

Jun 18, 2026

2.867Mean Absolute Error (MAE)

3

Mar 18, 2026

3.307MAE

3

Mar 18, 2026

3.549MAE

3

Mar 18, 2026

3.969MAE

3

Mar 18, 2026

0.526MAE

3

Mar 18, 2026

0.613MAE

3

Mar 18, 2026

0.677MAE

3

Mar 18, 2026

0.845MAE

3

Mar 18, 2026

0.74MAE

2

Mar 18, 2026

0.224MAE

2

Mar 18, 2026

Popular datasets

D WSDREAM Normal Network Traffic WSDREAM-2T

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