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Models/YOLOv7

YOLOv7

Reported on 11 benchmarks across 5 tasks · 2 papers · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology9 results

2D Object DetectiononCeyMo
mAP· 2022-07-06
69.5
best: 70.7 (TransMind)
SOTA
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors arXiv:2207.02696
3DonGRAZPEDWRI-DX
mAP· uses extra data· 2024-07-17
61
best: 77 (YOLOv8x)
Enhancing Wrist Fracture Detection with YOLO arXiv:2407.12597
3DonGRAZPEDWRI-DX
Fracture Sensitivity· 2024-07-17
91
best: 92.5 (YOLOv10-M)
Enhancing Wrist Fracture Detection with YOLO arXiv:2407.12597
2D ClassificationonGRAZPEDWRI-DX
mAP· uses extra data· 2024-07-17
61
best: 77 (YOLOv8x)
Enhancing Wrist Fracture Detection with YOLO arXiv:2407.12597
2D ClassificationonGRAZPEDWRI-DX
Fracture Sensitivity· 2024-07-17
91
best: 92.5 (YOLOv10-M)
Enhancing Wrist Fracture Detection with YOLO arXiv:2407.12597
2D Object DetectiononGRAZPEDWRI-DX
mAP· uses extra data· 2024-07-17
61
best: 77 (YOLOv8x)
Enhancing Wrist Fracture Detection with YOLO arXiv:2407.12597
2D Object DetectiononGRAZPEDWRI-DX
Fracture Sensitivity· 2024-07-17
91
best: 92.5 (YOLOv10-M)
Enhancing Wrist Fracture Detection with YOLO arXiv:2407.12597
16konGRAZPEDWRI-DX
mAP· uses extra data· 2024-07-17
61
best: 77 (YOLOv8x)
Enhancing Wrist Fracture Detection with YOLO arXiv:2407.12597
16konGRAZPEDWRI-DX
Fracture Sensitivity· 2024-07-17
91
best: 92.5 (YOLOv10-M)
Enhancing Wrist Fracture Detection with YOLO arXiv:2407.12597

Computer Vision2 results

Object DetectiononGRAZPEDWRI-DX
mAP· uses extra data· 2024-07-17
61
best: 77 (YOLOv8x)
Enhancing Wrist Fracture Detection with YOLO arXiv:2407.12597
Object DetectiononGRAZPEDWRI-DX
Fracture Sensitivity· 2024-07-17
91
best: 92.5 (YOLOv10-M)
Enhancing Wrist Fracture Detection with YOLO arXiv:2407.12597