No | Dataset | Previous best accuracy (%) | Accuracy by seq-CNN (%) | Improvement in average (%) | ||
Minimum | Maximum | Average | ||||
1 | H3 | 86.47 | 88.79 | 89.23 | 88.99 | 2.52 |
2 | H4 | 87.32 | 87.82 | 88.25 | 88.09 | 0.77 |
3 | H3K9ac | 75.08 | 78.59 | 79.29 | 78.84 | 3.76 |
4 | H3K14ac | 73.28 | 77.96 | 78.34 | 78.09 | 4.81 |
5 | H4ac | 72.06 | 77.29 | 77.52 | 77.40 | 5.34 |
6 | H3K4me1 | 69.71 | 73.80 | 74.42 | 74.20 | 4.49 |
7 | H3K4me2 | 68.97 | 71.12 | 71.77 | 71.50 | 2.53 |
8 | H3K4me3 | 68.57 | 74.60 | 74.76 | 74.69 | 6.12 |
9 | H3K36me3 | 75.19 | 79.15 | 79.34 | 79.26 | 4.07 |
10 | H3K79me3 | 80.58 | 82.59 | 83.28 | 83.00 | 2.42 |
11 | Splice | 94.70 | 95.87 | 96.73 | 96.18 | 1.48 |
12 | Promoter | 96.23 | 99.06 | 99.06 | 99.06 | 2.83 |