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Models/YOLOv5+Inner-IoU

YOLOv5+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

3DonAI-TOD
mAP50· 2023-11-06
43.77
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
3DonAI-TOD
mAP@50-95· 2023-11-06
18.23
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
2D ClassificationonAI-TOD
mAP50· 2023-11-06
43.77
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
2D ClassificationonAI-TOD
mAP@50-95· 2023-11-06
18.23
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
2D Object DetectiononAI-TOD
mAP50· 2023-11-06
43.77
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
2D Object DetectiononAI-TOD
mAP@50-95· 2023-11-06
18.23
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
16konAI-TOD
mAP50· 2023-11-06
43.77
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
16konAI-TOD
mAP@50-95· 2023-11-06
18.23
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877

Computer Vision2 results

Object DetectiononAI-TOD
mAP50· 2023-11-06
43.77
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877
Object DetectiononAI-TOD
mAP@50-95· 2023-11-06
18.23
SOTA
Inner-IoU: More Effective Intersection over Union Loss with Auxiliary Bounding Box arXiv:2311.02877