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Models/YOLOv7+Inner-IoU

YOLOv7+Inner-IoU

Reported on 10 benchmarks across 5 tasks · 1 paper · 10 SOTA

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

Methodology8 results

3DonPASCAL VOC 2007
mAP@50· uses extra data· 2023-11-06
64.44
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
3DonPASCAL VOC 2007
mAP@50-95· uses extra data· 2023-11-06
38.52
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
2D ClassificationonPASCAL VOC 2007
mAP@50· uses extra data· 2023-11-06
64.44
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
2D ClassificationonPASCAL VOC 2007
mAP@50-95· uses extra data· 2023-11-06
38.52
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
2D Object DetectiononPASCAL VOC 2007
mAP@50· uses extra data· 2023-11-06
64.44
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
2D Object DetectiononPASCAL VOC 2007
mAP@50-95· uses extra data· 2023-11-06
38.52
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
16konPASCAL VOC 2007
mAP@50· uses extra data· 2023-11-06
64.44
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
16konPASCAL VOC 2007
mAP@50-95· uses extra data· 2023-11-06
38.52
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877

Computer Vision2 results

Object DetectiononPASCAL VOC 2007
mAP@50· uses extra data· 2023-11-06
64.44
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
Object DetectiononPASCAL VOC 2007
mAP@50-95· uses extra data· 2023-11-06
38.52
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877