Error Correction Decoding on LDPC (121,80)
8.84NegLog(BER) @ Eb/N0=4SB-ECC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SB-ECCDecoder Category=Model-free, Backbone=CrossMPT, Backbone layers (N)=6, Hidden dimension (d)=1282026.05 | 8.84 | 14.02 | 20.42 | |
| DDECCDecoder Category=Model-free, Backbone=CrossMPT, Backbone layers (N)=6, Hidden dimension (d)=1282026.05 | 8.62 | 13.55 | 18.26 | |
| ECCFMArchitecture Category=Model-free2025.12 | 8.25 | 13.33 | 18.69 | |
| CrossMPTDecoder Category=Model-free, Backbone layers (N)=6, Hidden dimension (d)=1282026.05 | 7.99 | 12.75 | 18.15 | |
| CrossMPTArchitecture Category=Model-free2025.12 | 7.87 | 12.65 | 17.72 | |
| BPDecoder Category=BP-based, Decoding Iterations=502026.05 | 7.84 | 11.86 | — | |
| DDECCArchitecture Category=Model-free2025.12 | 7.61 | 11.89 | 16.18 | |
| ECCTArchitecture Category=Model-free2025.12 | 7.27 | 11.21 | 17.02 | |
| ARBPArchitecture Category=BP-based2025.12 | 7.22 | 11.03 | 15.9 | |
| AR BPDecoder Category=BP-based, Decoding Iterations=52026.05 | 7.22 | 11.03 | 15.9 | |
| BPArchitecture Category=BP-based2025.12 | 6.66 | 9.82 | 13.98 |