Object Detection on CPPE-5

Metric: AP75 (higher is better)

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#	Model↕	AP75▼	Extra Data	Paper	Date↕	Code
1	Localization Distillation	58.8	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
2	TridentNet	58.3	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
3	VarifocalNet	56.7	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
4	Deformable Convolutional Network	55.9	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
5	Double Heads	55.2	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
6	Empirical Attention	54.1	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
7	Deformable DETR	52.8	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
8	RegNet	51.8	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
9	Grid RCNN	50.6	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
10	FSAF	48.2	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
11	Faster RCNN	47.8	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
12	FCOS	45.9	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
13	Sparse RCNN	44.6	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
14	RepPoints	40.1	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
15	YOLOv3	35.3	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
16	SSD	24.9	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code

#1Localization DistillationSOTA
58.8
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#2TridentNet
58.3
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#3VarifocalNet
56.7
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#4Deformable Convolutional Network
55.9
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#5Double Heads
55.2
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#6Empirical Attention
54.1
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#7Deformable DETR
52.8
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#8RegNet
51.8
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#9Grid RCNN
50.6
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#10FSAF
48.2
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#11Faster RCNN
47.8
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#12FCOS
45.9
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#13Sparse RCNN
44.6
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#14RepPoints
40.1
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#15YOLOv3
35.3
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#16SSD
24.9
AP75· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code