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Modulation Classification on Real-World IQ (test)

82AccuracyRFPrompt
12.3230.4148.566.59May 5, 2026

Evaluation results

MethodLinks
RFPromptN=4002026.0582
RFPromptN=8002026.0580
RFPromptN=16002026.0580
RFPromptN=2002026.0579
Partial Fine-TuningN=16002026.0577
Partial Fine-TuningN=4002026.0576
Partial Fine-TuningN=8002026.0575
SpectrumFMN=16002026.0573
Frozen ExpertN=2002026.0572
Partial Fine-TuningN=2002026.0571
Partial Fine-TuningN=1002026.0570
RFPromptN=1002026.0569
Frozen ExpertN=8002026.0569
Frozen ExpertN=16002026.0569
Frozen ExpertN=1002026.0568
Frozen ExpertN=4002026.0566
SpectrumFMN=8002026.0565
MAMLN=16002026.0564
FOMAMLN=16002026.0564
SpectrumFMN=4002026.0563
SpectrumFMN=2002026.0557
FOMAMLN=8002026.0556
MAMLN=8002026.0553
SpectrumFMN=1002026.0542
FOMAMLN=4002026.0542
MAMLN=4002026.0539
MAMLN=2002026.0536
FOMAMLN=2002026.0536
MAMLN=1002026.0531
FOMAMLN=1002026.0525
Transfer RML16N=4002026.0516
Transfer RML16N=8002026.0516
Transfer RML16N=16002026.0516
Transfer RML16N=1002026.0515
Transfer RML16N=2002026.0515