Table 2.
Mean AUC scores on the TFBS classification task
Model | Mean AUC | Median AUC | STDEV |
---|---|---|---|
MEME-ChIP [16] | 0.834 | 0.868 | 0.127 |
DeepBind [2] (CNN) | 0.903 | 0.931 | 0.091 |
Small RNN | 0.860 | 0.881 | 106 |
Med RNN | 0.876 | 0.905 | 0.116 |
Large RNN | 0.808 | 0.860 | 0.175 |
Small CNN | 0.896 | 0.918 | 0.098 |
Med CNN | 0.902 | 0.922 | 0.085 |
Large CNN | 0.880 | 0.890 | 0.093 |
Small CNN-RNN | 0.917 | 0.943 | 0.079 |
Med CNN-RNN | 0.925 | 0.947 | 0.073 |
Large CNN-RNN | 0.918 | 0.944 | 0.081 |