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Benchmarks
Polyp Detection on CVC-ClinicDB Clean (test)
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89.1
Precision
YOLOv11s
72.148
76.549
80.95
85.351
Dec 13, 2025
Precision
Recall
mIoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
mIoU
YOLOv11s
VLM Integration=None
2025.12
89.1
64.8
74.3
YOLOv11s
VLM Integration=ADAPTI...
2025.12
87.2
68.1
75.9
YOLOv11n
VLM Integration=None
2025.12
83.5
65.9
72.5
YOLOv11n
VLM Integration=ADAPTI...
2025.12
81.2
70.2
75.1
YOLOv11l
VLM Integration=ADAPTI...
2025.12
80.8
72.4
76.5
YOLOv11l
VLM Integration=None
2025.12
80.1
69.3
74
YOLOv11m
VLM Integration=ADAPTI...
2025.12
76.4
65.3
70.5
YOLOv11m
VLM Integration=None
2025.12
75.6
63.5
69
YOLOv11x
VLM Integration=None
2025.12
73.3
46.8
57.4
YOLOv11x
VLM Integration=ADAPTI...
2025.12
72.8
48.2
59
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