2D Object Detection on GRAZPEDWRI-DX

Metric: AP50 (higher is better)

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#	Model↕	AP50▼	Augmentations	Paper	Date↕	Code
1	YOLOv8+SE	67.07	No	Pediatric Wrist Fracture Detection Using Feature...	2024-10-01	Code
2	YOLOv8+GC	66.32	No	Pediatric Wrist Fracture Detection Using Feature...	2024-10-01	Code
3	YOLOv8+GC	66.32	No	Pediatric Wrist Fracture Detection Using Feature...	2024-10-01	Code
4	YOLOv8+GE	65.99	No	Pediatric Wrist Fracture Detection Using Feature...	2024-10-01	Code
5	YOLOv8+ResCBAM	65.8	No	YOLOv8-AM: YOLOv8 Based on Effective Attention M...	2024-02-14	Code
6	YOLOv8+ResCBAM	65.8	No	YOLOv8-AM: YOLOv8 Based on Effective Attention M...	2024-02-14	Code
7	YOLOv8+GCT	65.67	No	Pediatric Wrist Fracture Detection Using Feature...	2024-10-01	Code
8	YOLOv9-E	65.46	No	YOLOv9 for Fracture Detection in Pediatric Wrist...	2024-03-17	Code
9	YOLOv9-C	65.31	No	YOLOv9 for Fracture Detection in Pediatric Wrist...	2024-03-17	Code
10	YOLOv8+ResGAM	65	No	YOLOv8-AM: YOLOv8 Based on Effective Attention M...	2024-02-14	Code
11	YOLOv8+SA	64.3	No	YOLOv8-AM: YOLOv8 Based on Effective Attention M...	2024-02-14	Code
12	YOLOv8+ECA	64.2	No	YOLOv8-AM: YOLOv8 Based on Effective Attention M...	2024-02-14	Code
13	YOLOv8+GAM	64.2	No	YOLOv8-AM: YOLOv8 Based on Effective Attention M...	2024-02-14	Code
14	YOLOv8	63.6	No	Fracture Detection in Pediatric Wrist Trauma X-r...	2023-04-11	Code

#1YOLOv8+SESOTA
67.07
AP50· 2024-10-01
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray Images Code
#2YOLOv8+GC
66.32
AP50· 2024-10-01
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray Images Code
#3YOLOv8+GC
66.32
AP50· 2024-10-01
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray Images Code
#4YOLOv8+GE
65.99
AP50· 2024-10-01
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray Images Code
#5YOLOv8+ResCBAMSOTA
65.8
AP50· 2024-02-14
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection Code
#6YOLOv8+ResCBAM
65.8
AP50· 2024-02-14
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection Code
#7YOLOv8+GCT
65.67
AP50· 2024-10-01
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray Images Code
#8YOLOv9-E
65.46
AP50· 2024-03-17
YOLOv9 for Fracture Detection in Pediatric Wrist Trauma X-ray Images Code
#9YOLOv9-C
65.31
AP50· 2024-03-17
YOLOv9 for Fracture Detection in Pediatric Wrist Trauma X-ray Images Code
#10YOLOv8+ResGAM
65
AP50· 2024-02-14
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection Code
#11YOLOv8+SA
64.3
AP50· 2024-02-14
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection Code
#12YOLOv8+ECA
64.2
AP50· 2024-02-14
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection Code
#13YOLOv8+GAM
64.2
AP50· 2024-02-14
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection Code
#14YOLOv8SOTA
63.6
AP50· 2023-04-11
Fracture Detection in Pediatric Wrist Trauma X-ray Images Using YOLOv8 Algorithm Code