Research Article

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

Table 10

Test results for different dataset-combination settings without any attacks to the testing dataset.

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

M083.4281.3695.4087.7679.0494.7580.7482.8696.00
M187.8385.9295.1890.9184.3794.6485.6287.1195.67
M288.5487.8595.1691.3087.3394.9186.5188.2495.39
M388.6088.2795.1091.6287.6494.4786.3988.7495.65