DeepLOC

Reported on 5 benchmarks across 5 tasks · 1 paper · 5 SOTA

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

Methodology4 results

3DonGRAZPEDWRI-DX
mAP· uses extra data· 2023-08-24
65.4
best: 77 (YOLOv8x)
SOTA
DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images arXiv:2308.12727
2D ClassificationonGRAZPEDWRI-DX
mAP· uses extra data· 2023-08-24
65.4
best: 77 (YOLOv8x)
SOTA
DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images arXiv:2308.12727
2D Object DetectiononGRAZPEDWRI-DX
mAP· uses extra data· 2023-08-24
65.4
best: 77 (YOLOv8x)
SOTA
DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images arXiv:2308.12727
16konGRAZPEDWRI-DX
mAP· uses extra data· 2023-08-24
65.4
best: 77 (YOLOv8x)
SOTA
DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images arXiv:2308.12727

Computer Vision1 result

Object DetectiononGRAZPEDWRI-DX
mAP· uses extra data· 2023-08-24
65.4
best: 77 (YOLOv8x)
SOTA
DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images arXiv:2308.12727