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Modulation Classification research benchmarks · SOTA2 Research

Modulation Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

IEEE Dataport IQ (test)

86Accuracy

115

May 6, 2026

Proposed Model (Model 2)

98.001Accuracy

104

Apr 14, 2026

RW-IQ OOD (test)

83.3Accuracy

80

May 6, 2026

Real-World IQ (test)

82Accuracy

35

May 6, 2026

RadioML 50 s/cls 2016.10A

Full-Data Oracle

75.4F1 Score

14

Apr 21, 2026

RadioML 25 s/cls 2016.10A

Full-Data Oracle

75.4F1 Score

14

Apr 21, 2026

RadioML 10 s/cls 2016.10A

Full-Data Oracle

75.4F1 Score

14

Apr 21, 2026

O'Shea dataset (test)

80.5ASR

12

Mar 27, 2026

RadioML RML2016 mirror (test)

complex_softmax

0.244L1 Error

6

May 12, 2026

Popular datasets

RadioML RML O'Shea IEEE Dataport IQ Real-World IQ

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