2D Object Detection on CPPE-5

Metric: APL (higher is better)

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#	Model↕	APL▼	Augmentations	Paper	Date↕	Code
1	TridentNet	62.6	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
2	Deformable Convolutional Network	61.3	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
3	Empirical Attention	61	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
4	Double Heads	60.8	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
5	RegNet	60.5	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
6	Localization Distillation	59.4	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
7	VarifocalNet	58.8	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
8	FSAF	56.7	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
9	Sparse RCNN	54.7	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
10	Grid RCNN	54.4	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
11	Deformable DETR	53.9	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
12	Faster RCNN	52.5	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
13	FCOS	51.7	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
14	YOLOv3	49	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
15	RepPoints	48	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
16	SSD	34.6	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code

#1TridentNetSOTA
62.6
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#2Deformable Convolutional Network
61.3
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#3Empirical Attention
61
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#4Double Heads
60.8
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#5RegNet
60.5
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#6Localization Distillation
59.4
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#7VarifocalNet
58.8
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#8FSAF
56.7
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#9Sparse RCNN
54.7
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#10Grid RCNN
54.4
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#11Deformable DETR
53.9
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#12Faster RCNN
52.5
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#13FCOS
51.7
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#14YOLOv3
49
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#15RepPoints
48
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#16SSD
34.6
APL· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code