Table 3.
Performance of PoLi, LIGSIFT, FINDSITEfilt and AutoDock Vina on DUD and 65 DUD-E targets using modeled structures. PoLiunbiased performance is obtained without performing biased structural overlap in hot-spot regions.
Method | AUC | EF1% | EF5% | EF10% | HR1% | HR5% | HR10% |
---|---|---|---|---|---|---|---|
av | sd | av | sd | av | sd | av | sd | av | sd | av | sd | av | sd | |
| |||||||
DUD-E database | |||||||
| |||||||
AutoDockVina | 0.60±0.13 | 3.0±2.8 | 2.1±1.5 | 1.8±1.0 | 4.9±4.7 | 6.3±4.8 | 11.1±6.9 |
FINDSITEfilt | 0.69±0.16 | 7.9±11.3 | 3.9±3.8 | 2.9±2.2 | 12.1±17.0 | 11.2±11.6 | 16.8±13.1 |
LIGSIFT | 0.67±0.14 | 5.9±8.7 | 3.5±3.4 | 2.7±1.9 | 8.9±11.1 | 10.3±10.1 | 15.8±12.3 |
PoLi unbiased | 0.72±0.17 | 9.7±13.5 | 4.8±4.2 | 3.5±2.3 | 14.4±17.4 | 14.0±13.0 | 21.0±15.3 |
PoLi | 0.73±0.16 | 9.6±12.7 | 4.7±4.2 | 3.6±2.3 | 14.3±17.0 | 13.9±13.2 | 21.1±15.3 |
| |||||||
DUD database | |||||||
| |||||||
AutoDockVina | 0.50±0.16 | 1.6±2.2 | 1.5±1.3 | 1.3±1.0 | 4.6±6.1 | 6.7±5.9 | 11.6±9.3 |
FINDSITEfilt | 0.70±0.20 | 9.0±10.3 | 4.4±4.5 | 3.1±2.5 | 25.8±29.4 | 20.8±22.5 | 28.8±25.4 |
LIGSIFT | 0.71±0.20 | 11.8±11.5 | 5.4±4.6 | 3.7±2.6 | 33.3±32.9 | 23.0±19.9 | 31.3±21.9 |
PoLi unbiased | 0.77±0.19 | 12.3±10.4 | 6.6±4.8 | 4.5±2.9 | 35.0±29.8 | 29.0±22.2 | 39.3±26.9 |
PoLi | 0.78±0.18 | 13.4±10.3 | 7.0±4.8 | 4.6±2.9 | 38.0±29.3 | 30.7±22.3 | 39.5±26.1 |
av: average; sd: standard deviation