Table 1 Comparison of our method with other approaches.
From: Enterprise chart question and answer method based on multi modal cross fusion
| Â | Bar chart | Line chart | Bar graph | Pie chart | Scatter plot | Radial pie chart | Rose diagram | Bar-line chart | mAP |
|---|---|---|---|---|---|---|---|---|---|
CenterNet | 85.0 | 94.0 | 95.8 | 97.0 | 94.3 | 94.6 | 89.3 | 94.6 | 93.08 |
RetinaNet | 86.7 | 93.2 | 96.5 | 97.5 | 94.0 | 94.8 | 92.6 | 94.7 | 93.75 |
SSD | 84.5 | 93.7 | 96.2 | 97.2 | 93.4 | 94.5 | 92.9 | 94.5 | 93.69 |
YOLOv5s | 85.5 | 98.0 | 99.2 | 98.2 | 97.8 | 96.7 | 97.9 | 97.2 | 97.31 |
CA-YOLOv5s | 96.7 | 99.2 | 99.7 | 99.7 | 98.4 | 98.6 | 98.9 | 98.3 | 98.69 |
