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Benchmarks
Polyp Detection on Kvasir-SEG Dirty (test)
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91.2
Precision
YOLOv11m
83.608
85.579
87.55
89.521
Dec 13, 2025
Precision
Recall
mIoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
mIoU
YOLOv11m
VLM Integration=ADAPTI...
2025.12
91.2
93.2
92.2
YOLOv11m
VLM Integration=None
2025.12
90.4
73.8
81.2
YOLOv11s
VLM Integration=None
2025.12
89.4
80.1
84.5
YOLOv11s
VLM Integration=ADAPTI...
2025.12
88.7
94.5
91.5
YOLOv11l
VLM Integration=None
2025.12
88.5
71.2
78.9
YOLOv11l
VLM Integration=ADAPTI...
2025.12
87.2
88.9
88
YOLOv11n
VLM Integration=None
2025.12
87
78.9
82.7
YOLOv11x
VLM Integration=ADAPTI...
2025.12
84.7
90.2
87.4
YOLOv11n
VLM Integration=ADAPTI...
2025.12
84.6
93.6
88.9
YOLOv11x
VLM Integration=None
2025.12
83.9
77
80.3
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