Randomness Detection on Attention 1
18Recall@hNon-Linear Autoencoder
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Non-Linear Autoencoderh=161, p=852026.03 | 18 | 20 | 20 | 17 | 20 | 59 | |
| Non-Linear Autoencoderh=161, p=1002026.03 | 16 | 10 | 16 | 14 | 15 | 53 | |
| Chow-Liuh=1612026.03 | 12 | 20 | 22 | 13 | 16 | 58 | |
| Linear Autoencoderh=1612026.03 | 11 | 20 | 18 | 11 | 13 | 56 | |
| Linear Autoencoderh=6362026.03 | 0.75 | 0.7 | 0.84 | 0.76 | 0.75 | 0.53 | |
| Chow-Liuh=6362026.03 | 0.75 | 1 | 0.94 | 0.91 | 0.77 | 0.53 | |
| Non-Linear Autoencoderh=636, p=852026.03 | 0.74 | 1 | 0.86 | 0.87 | 0.76 | 0.52 | |
| Non-Linear Autoencoderh=636, p=1002026.03 | 0.73 | 1 | 0.88 | 0.84 | 0.75 | 0.52 | |
| Chow-Liuh=1652026.03 | 0.46 | 0.9 | 0.58 | 0.53 | 0.51 | 0.73 | |
| Non-Linear Autoencoderh=165, p=852026.03 | 0.39 | 0.9 | 0.6 | 0.49 | 0.46 | 0.69 | |
| Non-Linear Autoencoderh=165, p=1002026.03 | 0.32 | 0.7 | 0.42 | 0.37 | 0.37 | 0.64 | |
| Linear Autoencoderh=1652026.03 | 0.22 | 0.4 | 0.28 | 0.26 | 0.23 | 0.51 |