| Rank | Model |
mAP@0.5:0.95 | mAP@0.50 |
Paper | Code | Year |
| 1 |
YOLOv8+SCALE |
53.3 | 78.6 |
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
|
lijfrank-open/SFCHD-SCALE |
2023 |
| 2 |
TOOD+SCALE |
52.4 | 79.3 |
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
|
lijfrank-open/SFCHD-SCALE |
2023 |
| 3 |
TOOD |
52.3 | 78.9 |
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
|
lijfrank-open/SFCHD-SCALE |
2023 |
| 4 |
YOLOv8 |
52.2 | 77.9 |
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
|
lijfrank-open/SFCHD-SCALE |
2023 |
| 5 |
VFNet+SCALE |
51.4 | 76.6 |
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
|
lijfrank-open/SFCHD-SCALE |
2023 |
| 6 |
VFNet |
51.0 | 76.4 |
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
|
lijfrank-open/SFCHD-SCALE |
2023 |
| 7 |
Faster RCNN |
50.3 | 76.4 |
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
|
lijfrank-open/SFCHD-SCALE |
2023 |
| 8 |
FCOS |
49.6 | 76.4 |
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
|
lijfrank-open/SFCHD-SCALE |
2023 |
| 8 |
YOLOv5 |
49.6 | 74.1 |
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
|
lijfrank-open/SFCHD-SCALE |
2023 |
| 10 |
FCOS+SCALE |
49.5 | 76.3 |
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method
|
lijfrank-open/SFCHD-SCALE |
2023 |