Table 5 Experimental results of mixed dataset and fusion dataset.
From: Image tampering detection based on RDS-YOLOv5 feature enhancement transformation
Model: RDS-YOLOv5 | |||||
|---|---|---|---|---|---|
Dataset (Train: 4841; Val.: 604) | Precision | Recall | F1-Score | mAP50 | mAP95 |
Mixed dataset | 0.8833 | 0.6029 | 0.7166 | 0.6748 | 0.5398 |
Fusion dataset (9:1) | 0.8699 | 0.6138 | 0.7197 | 0.6811 | 0.5416 |
