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ResearchFormerly WizWand

Automatic Modulation Classification on 10-class synthetic dataset In-Distribution (test)

83AccuracyDiSC-AMC
64.623269.394174.16578.9359Sep 30, 2025
Updated 7mo ago

Evaluation results

MethodLinks
DiSC-AMCParams=7B, Backbone=DeepSeek-R1-Distill-Qwen-7B, Discretization Bins=5, Retrieval Strategy=FAISS 10NN exemplar retrieval and candidate retrieval, Features=DINOv2 embeddings2025.0983
DenoMAE2.0Params=86M2025.0982.4
DenoMAEParams=86M2025.0981.3
DEiTParams=86M2025.0981.2
MoCov3Params=86M2025.0981
BEiTParams=86M2025.0980.4
MAEParams=86M2025.0980.1
ViTParams=86M2025.0979.9
NmformerParams=86M2025.0971.6
DINOv2Params=86M2025.0965.33