Table 2 Results of Ablation and Comparison Studies.
From: Using the improved YOLOv7-Seg model to segment symbols from rock art images
Model | AP/% | MAP@0.5 | |
|---|---|---|---|
people | animal | ||
YOLOV7 | 0.843 | 0.717 | 0.780 |
YOLOV7 + SE | 0.938 | 0.947 | 0.943 |
YOLOV7 + SE+SimAM | 0.946 | 0.937 | 0.942 |
YOLOV7-Seg | 0.948 | 0.973 | 0.961 |
Mask-RCNN | 0.871 | 0.784 | 0.827 |
