Table 7.
The enrichment factor analysis results on a Diverse subset from the DUD-E database (EF
better, BEDROC
better, mean and standard deviation values were computed from per protein results’ averages).
| Models | EF ( std) |
BEDROC ( std) |
|---|---|---|
| DeepConvDTI | 6.357( 6.173) |
0.118( 0.109) |
| TransformerCPI | 7.039( 12.496) |
0.117( 0.192) |
| HyperattentionDTI | 1.753( 2.551) |
0.038( 0.051) |
| PerceiverCPI | 4.649( 3.136) |
0.094( 0.067) |
| MulinforCPI (ours) | 7.886( 10.642) |
0.137( 0.167) |
| MulinforCPI (ours) Freeze 95% | 4.248( 5.787) |
0.078( 0.095) |
| Random Guessing | 0.940( 0.844) |
0.022( 0.010) |
| Gold | N/A | 0.253( 0.182) |
| Glide | N/A |
0.259( 0.171)
|
| Surflex | N/A | 0.119( 0.093) |
| FlexX | N/A | 0.104( 0.060) |
| Blaster |
13.571( 12.908)
|
N/A |