Research Article
Neural Linguistic Steganalysis via Multi-Head Self-Attention
Table 2
The results of embedded rate estimation experiments.
| Method | [18] | [19] | [20] | [21] | Ours | Format | P | R | F1 | P | R | F1 | P | R | F1 | P | R | F1 | P | R | F1 |
| News | 0.445 | 0.396 | 0.420 | 0.701 | 0.706 | 0.703 | 0.745 | 0.741 | 0.743 | 0.817 | 0.810 | 0.811 | 0.872 | 0.870 | 0.871 | IMDB | 0.490 | 0.512 | 0.501 | 0.742 | 0.745 | 0.743 | 0.767 | 0.760 | 0.763 | 0.848 | 0.842 | 0.843 | 0.879 | 0.873 | 0.873 | Twitter | 0.417 | 0.363 | 0.303 | 0.620 | 0.620 | 0.620 | 0.638 | 0.615 | 0.626 | 0.750 | 0.705 | 0.712 | 0.800 | 0.758 | 0.766 |
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