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.
| Model | Accuracy (%) | Precision (%) | Recall (%) | Comb1 | Comb2 | Comb3 | Comb1 | Comb2 | Comb3 | Comb1 | Comb2 | Comb3 |
| M0 | 73.72 | 70.62 | 70.97 | 83.39 | 76.72 | 97.57 | 69.87 | 67.99 | 63.68 | M1 | 80.98 | 79.82 | 88.06 | 91.02 | 83.43 | 94.82 | 75.78 | 77.80 | 83.52 | M2 | 81.29 | 82.34 | 87.19 | 89.02 | 86.03 | 94.92 | 77.09 | 80.10 | 82.20 | M3 | 81.35 | 80.75 | 88.16 | 89.57 | 81.40 | 94.75 | 76.91 | 80.34 | 83.71 |
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