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ResearchFormerly WizWand

Modulation Classification

Benchmarks

DatasetSOTA 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