Texts as Lines: Text Detection with Weak Supervision

Table 7

Detection results with different backbones on CTW1500.

Backbone	Method	Precision	Recall	F-measure	FPS
VGG16	Baseline + TL	83.8	80.8	82.3	9.2
VGG11	Baseline + TL	82.5	81.2	81.9	11.2
ResNet-18	Baseline + TL	82.4	79.4	80.9	8.7
ResNet-50	Baseline + TL	84.5	80.8	82.7	6.9
ResNet-101	Baseline + TL	84.3	81.6	82.9	6.6