Table 2.

Comparison of visit-level performance: our image-based classifiers vs. Pap tests and HPV tests.

Method	accu(%)	sensi(%)	speci(%)
Alfaro ThinPrep	51.26±10.02	20.69±19	81.82±5.07
Cytyc ThinPrep	69.01±4.77	49.55±8.14	88.46±3.33
Costa Rica Pap	63.77±4.18	39.42±7.65	88.12±3.18
Hopkins Pap	66.56±9.54	36.00±20.67	97.11±2.51
HPV16	64.01±4.66	33.82±7.41	94.19±3.69
HPV18	53.07±1.95	08.16±3.98	97.97±0.91
our RF.PLBP-PLAB-PHOG	70.50±6.02	51.00±6.07	90.00±0
our ft-CNN	65.00±5.11	40.00±7.34	90.00±0