3D on GRAZPEDWRI-DX

Metric: F1-score (higher is better)

LeaderboardDataset

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Results

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#	Model↕	F1-score▼	Augmentations	Paper	Date↕	Code
1	YOLOv8+SE	0.66	No	Pediatric Wrist Fracture Detection Using Feature...	2024-10-01	Code
2	YOLOv8+GC	0.66	No	Pediatric Wrist Fracture Detection Using Feature...	2024-10-01	Code
3	YOLOv8+GC	0.66	No	Pediatric Wrist Fracture Detection Using Feature...	2024-10-01	Code
4	YOLOv8+ECA	0.65	No	YOLOv8-AM: YOLOv8 Based on Effective Attention M...	2024-02-14	Code
5	YOLOv8+GAM	0.65	No	YOLOv8-AM: YOLOv8 Based on Effective Attention M...	2024-02-14	Code
6	YOLOv8+GE	0.64	No	Pediatric Wrist Fracture Detection Using Feature...	2024-10-01	Code
7	YOLOv8+ResCBAM	0.64	No	YOLOv8-AM: YOLOv8 Based on Effective Attention M...	2024-02-14	Code
8	YOLOv8+ResCBAM	0.64	No	YOLOv8-AM: YOLOv8 Based on Effective Attention M...	2024-02-14	Code
9	YOLOv8+GCT	0.64	No	Pediatric Wrist Fracture Detection Using Feature...	2024-10-01	Code
10	YOLOv9-E	0.64	No	YOLOv9 for Fracture Detection in Pediatric Wrist...	2024-03-17	Code
11	YOLOv9-C	0.64	No	YOLOv9 for Fracture Detection in Pediatric Wrist...	2024-03-17	Code
12	YOLOv8+ResGAM	0.64	No	YOLOv8-AM: YOLOv8 Based on Effective Attention M...	2024-02-14	Code
13	YOLOv8+SA	0.63	No	YOLOv8-AM: YOLOv8 Based on Effective Attention M...	2024-02-14	Code
14	YOLOv8	0.62	No	Fracture Detection in Pediatric Wrist Trauma X-r...	2023-04-11	Code

#1YOLOv8+SESOTA
0.66
F1-score· 2024-10-01
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray Images Code
#2YOLOv8+GC
0.66
F1-score· 2024-10-01
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray Images Code
#3YOLOv8+GC
0.66
F1-score· 2024-10-01
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray Images Code
#4YOLOv8+ECASOTA
0.65
F1-score· 2024-02-14
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection Code
#5YOLOv8+GAM
0.65
F1-score· 2024-02-14
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection Code
#6YOLOv8+GE
0.64
F1-score· 2024-10-01
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray Images Code
#7YOLOv8+ResCBAM
0.64
F1-score· 2024-02-14
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection Code
#8YOLOv8+ResCBAM
0.64
F1-score· 2024-02-14
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection Code
#9YOLOv8+GCT
0.64
F1-score· 2024-10-01
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray Images Code
#10YOLOv9-E
0.64
F1-score· 2024-03-17
YOLOv9 for Fracture Detection in Pediatric Wrist Trauma X-ray Images Code
#11YOLOv9-C
0.64
F1-score· 2024-03-17
YOLOv9 for Fracture Detection in Pediatric Wrist Trauma X-ray Images Code
#12YOLOv8+ResGAM
0.64
F1-score· 2024-02-14
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection Code
#13YOLOv8+SA
0.63
F1-score· 2024-02-14
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection Code
#14YOLOv8SOTA
0.62
F1-score· 2023-04-11
Fracture Detection in Pediatric Wrist Trauma X-ray Images Using YOLOv8 Algorithm Code