Research Article

An Improved Self-Training Model with Fine-Tuning Teacher/Student Exchange Strategy to Detect Computer-Generated Images

Table 12

Test results for different dataset-combination settings with attacks to 100% of the testing dataset.

ModelAccuracy (%)Precision (%)Recall (%)
Comb1Comb2Comb3Comb1Comb2Comb3Comb1Comb2Comb3

M073.7270.6270.9783.3976.7297.5769.8767.9963.68
M180.9879.8288.0691.0283.4394.8275.7877.8083.52
M281.2982.3487.1989.0286.0394.9277.0980.1082.20
M381.3580.7588.1689.5781.4094.7576.9180.3483.71