Signal Scheme Recognition on Signal Scheme Recognition (SSR) dataset
99.88AccuracyDualformer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DualformerSNR(dB)=82026.06 | 99.88 | 99.88 | |
| DualformerSNR(dB)=122026.06 | 99.76 | 99.76 | |
| TransformerSNR(dB)=122026.06 | 99.65 | 99.64 | |
| DualformerSNR(dB)=42026.06 | 99.52 | 99.52 | |
| InformerSNR(dB)=122026.06 | 99.28 | 99.28 | |
| TransformerSNR(dB)=82026.06 | 99.06 | 99.04 | |
| InformerSNR(dB)=42026.06 | 96.64 | 96.65 | |
| InformerSNR(dB)=82026.06 | 94.11 | 94.1 | |
| TransformerSNR(dB)=42026.06 | 93.4 | 93.4 | |
| DualformerSNR(dB)=02026.06 | 78.85 | 78.92 | |
| CNN2SNR(dB)=122026.06 | 72.24 | 64.55 | |
| InformerSNR(dB)=02026.06 | 66.23 | 64.59 | |
| TransformerSNR(dB)=02026.06 | 63.44 | 61.62 | |
| DualformerSNR(dB)=-42026.06 | 62.98 | 62.52 | |
| CNN1SNR(dB)=122026.06 | 56.97 | 51.21 | |
| CNN2SNR(dB)=82026.06 | 54.93 | 47.45 | |
| CNN2SNR(dB)=42026.06 | 53.97 | 45.6 | |
| CNN1SNR(dB)=82026.06 | 53.61 | 47.66 | |
| CNN1SNR(dB)=42026.06 | 50.84 | 45.09 | |
| CNN2SNR(dB)=02026.06 | 49.4 | 41.62 | |
| CNN1SNR(dB)=02026.06 | 45.19 | 39.85 | |
| AutoformerSNR(dB)=42026.06 | 43.39 | 37.54 | |
| AutoformerSNR(dB)=122026.06 | 43.39 | 39.87 | |
| ResNetSNR(dB)=122026.06 | 42.43 | 32.42 | |
| AutoformerSNR(dB)=02026.06 | 41.71 | 35.49 | |
| ResNetSNR(dB)=82026.06 | 39.66 | 29.52 | |
| ResNetSNR(dB)=42026.06 | 39.06 | 29.8 | |
| ResNetSNR(dB)=02026.06 | 35.82 | 27.42 | |
| InformerSNR(dB)=-42026.06 | 33.41 | 29.75 | |
| TransformerSNR(dB)=-42026.06 | 31.49 | 29.11 | |
| CNN2SNR(dB)=-42026.06 | 30.29 | 24.46 | |
| AutoformerSNR(dB)=82026.06 | 28.37 | 21.86 | |
| CNN1SNR(dB)=-42026.06 | 28.13 | 23.43 | |
| ResNetSNR(dB)=-42026.06 | 19.71 | 11.41 | |
| AutoformerSNR(dB)=-42026.06 | 17.91 | 13.9 | |
| LSTMSNR(dB)=122026.06 | 13.7 | 8.61 | |
| LSTMSNR(dB)=82026.06 | 11.9 | 7.49 | |
| LSTMSNR(dB)=42026.06 | 9.61 | 6.84 | |
| LSTMSNR(dB)=02026.06 | 7.33 | 3.4 | |
| LSTMSNR(dB)=-42026.06 | 5.41 | 2.06 |