2D Classification on CPPE-5

Metric: APM (higher is better)

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#	Model↕	APM▼	Augmentations	Paper	Date↕	Code
1	Empirical Attention	43.4	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
2	Localization Distillation	43	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
3	VarifocalNet	42.1	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
4	Deformable Convolutional Network	41.4	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
5	TridentNet	41.3	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
6	RegNet	41.1	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
7	Double Heads	41	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
8	FSAF	39.6	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
9	FCOS	39.2	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
10	Grid RCNN	37.2	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
11	RepPoints	36.7	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
12	Deformable DETR	35.2	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
13	Faster RCNN	34.7	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
14	Sparse RCNN	30.6	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code
15	YOLOv3	28.4	No	Natural Adversarial Objects	2021-11-07	Code
16	SSD	23.1	No	CPPE-5: Medical Personal Protective Equipment Da...	2021-12-15	Code

#1Empirical AttentionSOTA
43.4
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#2Localization Distillation
43
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#3VarifocalNet
42.1
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#4Deformable Convolutional Network
41.4
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#5TridentNet
41.3
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#6RegNet
41.1
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#7Double Heads
41
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#8FSAF
39.6
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#9FCOS
39.2
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#10Grid RCNN
37.2
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#11RepPoints
36.7
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#12Deformable DETR
35.2
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#13Faster RCNN
34.7
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#14Sparse RCNN
30.6
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code
#15YOLOv3SOTA
28.4
APM· 2021-11-07
Natural Adversarial Objects Code
#16SSD
23.1
APM· 2021-12-15
CPPE-5: Medical Personal Protective Equipment Dataset Code