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. Author manuscript; available in PMC: 2015 Oct 5.
Published in final edited form as: J Chem Inf Model. 2015 Aug 12;55(8):1757–1770. doi: 10.1021/acs.jcim.5b00232

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