2D Object Detection on SFCHD

Metric: mAP@0.50 (higher is better)

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#	Model↕	mAP@0.50▼	Augmentations	Paper	Date↕	Code
1	TOOD+SCALE	79.3	No	Large, Complex, and Realistic Safety Clothing an...	2023-06-03	Code
2	TOOD	78.9	No	Large, Complex, and Realistic Safety Clothing an...	2023-06-03	Code
3	YOLOv8+SCALE	78.6	No	Large, Complex, and Realistic Safety Clothing an...	2023-06-03	Code
4	YOLOv8	77.9	No	Large, Complex, and Realistic Safety Clothing an...	2023-06-03	Code
5	VFNet+SCALE	76.6	No	Large, Complex, and Realistic Safety Clothing an...	2023-06-03	Code
6	VFNet	76.4	No	Large, Complex, and Realistic Safety Clothing an...	2023-06-03	Code
7	Faster RCNN	76.4	No	Large, Complex, and Realistic Safety Clothing an...	2023-06-03	Code
8	FCOS	76.4	No	Large, Complex, and Realistic Safety Clothing an...	2023-06-03	Code
9	FCOS+SCALE	76.3	No	Large, Complex, and Realistic Safety Clothing an...	2023-06-03	Code
10	RetinaNet	75.9	No	Large, Complex, and Realistic Safety Clothing an...	2023-06-03	Code
11	YOLOv5	74.1	No	Large, Complex, and Realistic Safety Clothing an...	2023-06-03	Code
12	SSD	72.8	No	Large, Complex, and Realistic Safety Clothing an...	2023-06-03	Code

#1TOOD+SCALESOTA
79.3
mAP@0.50· 2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method Code
#2TOOD
78.9
mAP@0.50· 2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method Code
#3YOLOv8+SCALE
78.6
mAP@0.50· 2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method Code
#4YOLOv8
77.9
mAP@0.50· 2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method Code
#5VFNet+SCALE
76.6
mAP@0.50· 2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method Code
#6VFNet
76.4
mAP@0.50· 2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method Code
#7Faster RCNN
76.4
mAP@0.50· 2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method Code
#8FCOS
76.4
mAP@0.50· 2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method Code
#9FCOS+SCALE
76.3
mAP@0.50· 2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method Code
#10RetinaNet
75.9
mAP@0.50· 2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method Code
#11YOLOv5
74.1
mAP@0.50· 2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method Code
#12SSD
72.8
mAP@0.50· 2023-06-03
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and Method Code