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Benchmarks
Polyp Detection on Kvasir-SEG Clean (test)
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93.9
Precision
YOLOv11m
85.788
87.894
90
92.106
Dec 13, 2025
Precision
Recall
mIoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
mIoU
YOLOv11m
VLM Integration=ADAPTI...
2025.12
93.9
88.6
91.2
YOLOv11m
VLM Integration=None
2025.12
93.5
86.5
89.9
YOLOv11s
VLM Integration=None
2025.12
91.8
91.9
91
YOLOv11l
VLM Integration=ADAPTI...
2025.12
91.8
82.4
87
YOLOv11l
VLM Integration=None
2025.12
91.3
80.2
85.4
YOLOv11s
VLM Integration=ADAPTI...
2025.12
90.3
93.8
92
YOLOv11n
VLM Integration=None
2025.12
89.7
88.3
89
YOLOv11n
VLM Integration=ADAPTI...
2025.12
87.2
91.1
89.1
YOLOv11x
VLM Integration=None
2025.12
86.7
88.3
87.5
YOLOv11x
VLM Integration=ADAPTI...
2025.12
86.1
88.9
87.5
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