3D on GRAZPEDWRI-DX

Metric: mAP (higher is better)

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#	Model↕	mAP▼	Augmentations	Paper	Date↕	Code
1	YOLOv8x	77	Yes	Enhancing Wrist Fracture Detection with YOLO	2024-07-17	Code
2	YOLOv8x	77	No	Enhancing Wrist Fracture Detection with YOLO	2024-07-17	Code
3	YOLOv10-X	76.2	Yes	Pediatric Wrist Fracture Detection in X-rays via...	2024-07-22	Code
4	YOLOv5x	69	Yes	Enhancing Wrist Fracture Detection with YOLO	2024-07-17	Code
5	DeepLOC	65.4	Yes	DeepLOC: Deep Learning-based Bone Pathology Loca...	2023-08-24	-
6	YOLOv6m	64	Yes	Enhancing Wrist Fracture Detection with YOLO	2024-07-17	Code
7	YOLOv7	61	Yes	Enhancing Wrist Fracture Detection with YOLO	2024-07-17	Code

#1YOLOv8xSOTA
77
mAP· Augmentations· 2024-07-17
Enhancing Wrist Fracture Detection with YOLO Code
#2YOLOv8x
77
mAP· 2024-07-17
Enhancing Wrist Fracture Detection with YOLO Code
#3YOLOv10-X
76.2
mAP· Augmentations· 2024-07-22
Pediatric Wrist Fracture Detection in X-rays via YOLOv10 Algorithm and Dual Label Assignment System Code
#4YOLOv5x
69
mAP· Augmentations· 2024-07-17
Enhancing Wrist Fracture Detection with YOLO Code
#5DeepLOCSOTA
65.4
mAP· Augmentations· 2023-08-24
DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images
#6YOLOv6m
64
mAP· Augmentations· 2024-07-17
Enhancing Wrist Fracture Detection with YOLO Code
#7YOLOv7
61
mAP· Augmentations· 2024-07-17
Enhancing Wrist Fracture Detection with YOLO Code