2D Object Detection on CPPE-5

Metric: APS (higher is better)

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#	Model↕	APS▼	Augmentations	Paper	Date↕	Code
1	Localization Distillation	45.8	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
2	FSAF	45.3	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
3	Grid RCNN	43.4	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
4	TridentNet	42.6	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
5	VarifocalNet	39	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
6	Empirical Attention	38.7	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
7	Double Heads	38.6	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
8	FCOS	36.7	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
9	Deformable DETR	36.4	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
10	Deformable Convolutional Network	36.3	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
11	RegNet	35.7	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
12	SSD	32.1	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
13	Faster RCNN	30	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
14	Sparse RCNN	30	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
15	RepPoints	27.3	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
16	YOLOv3	23.1	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code

#1Localization DistillationSOTA
45.8
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#2FSAF
45.3
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#3Grid RCNN
43.4
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#4TridentNet
42.6
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#5VarifocalNet
39
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#6Empirical Attention
38.7
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#7Double Heads
38.6
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#8FCOS
36.7
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#9Deformable DETR
36.4
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#10Deformable Convolutional Network
36.3
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#11RegNet
35.7
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#12SSD
32.1
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#13Faster RCNN
30
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#14Sparse RCNN
30
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#15RepPoints
27.3
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#16YOLOv3
23.1
APS· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code