Automatic Modulation Classification on 10-class synthetic dataset In-Distribution (test)
83AccuracyDiSC-AMC
Evaluation Results
| Method | Links | |
|---|---|---|
| DiSC-AMCParams=7B, Backbone=DeepSeek-R1-Distill-Qwen-7B, Discretization Bins=5, Retrieval Strategy=FAISS 10NN exemplar retrieval and candidate retrieval, Features=DINOv2 embeddings2025.09 | 83 | |
| DenoMAE2.0Params=86M2025.09 | 82.4 | |
| DenoMAEParams=86M2025.09 | 81.3 | |
| DEiTParams=86M2025.09 | 81.2 | |
| MoCov3Params=86M2025.09 | 81 | |
| BEiTParams=86M2025.09 | 80.4 | |
| MAEParams=86M2025.09 | 80.1 | |
| ViTParams=86M2025.09 | 79.9 | |
| NmformerParams=86M2025.09 | 71.6 | |
| DINOv2Params=86M2025.09 | 65.33 |