Automatic 3D Pollen Recognition Based on Convolutional Neural Network

Table 4

Comparison between the proposed method and other methods on average.

Method	Precision (%)	Recall (%)	F1-score	RT (s)
SLKP	81.34	85.56	83.40	3.76
LDP	81.68	92.36	86.69	8.82
Faster CNN	67.31	72.25	69.69	2.02
Multi-CNNs	82.87	67.14	74.18	2.98
Proposed method	90.25	89.96	90.10	4.12