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Benchmarks
Polyp Detection on CVC-ClinicDB Dirty (test)
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83.6
Precision
YOLOv11s
66.544
70.972
75.4
79.828
Dec 13, 2025
Precision
Recall
mIoU
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision
Recall
mIoU
YOLOv11s
VLM Integration=None
2025.12
83.6
49.8
64.8
YOLOv11s
VLM Integration=ADAPTI...
2025.12
81.2
73.6
77
YOLOv11n
VLM Integration=None
2025.12
78.1
51.2
63
YOLOv11l
VLM Integration=ADAPTI...
2025.12
76.9
75.4
76.2
YOLOv11l
VLM Integration=None
2025.12
75.2
53.4
64.2
YOLOv11n
VLM Integration=ADAPTI...
2025.12
74.5
74.8
74.6
YOLOv11m
VLM Integration=ADAPTI...
2025.12
70.8
72.6
71.7
YOLOv11m
VLM Integration=None
2025.12
70.1
48.9
58.2
YOLOv11x
VLM Integration=None
2025.12
69
35.5
51.1
YOLOv11x
VLM Integration=ADAPTI...
2025.12
67.2
54.3
60
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