Polyp Detection on CVC-ClinicDB Clean (test)
89.1PrecisionYOLOv11s
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| YOLOv11sVLM Integration=None2025.12 | 89.1 | 64.8 | 74.3 | |
| YOLOv11sVLM Integration=ADAPTIVEDETECTOR2025.12 | 87.2 | 68.1 | 75.9 | |
| YOLOv11nVLM Integration=None2025.12 | 83.5 | 65.9 | 72.5 | |
| YOLOv11nVLM Integration=ADAPTIVEDETECTOR2025.12 | 81.2 | 70.2 | 75.1 | |
| YOLOv11lVLM Integration=ADAPTIVEDETECTOR2025.12 | 80.8 | 72.4 | 76.5 | |
| YOLOv11lVLM Integration=None2025.12 | 80.1 | 69.3 | 74 | |
| YOLOv11mVLM Integration=ADAPTIVEDETECTOR2025.12 | 76.4 | 65.3 | 70.5 | |
| YOLOv11mVLM Integration=None2025.12 | 75.6 | 63.5 | 69 | |
| YOLOv11xVLM Integration=None2025.12 | 73.3 | 46.8 | 57.4 | |
| YOLOv11xVLM Integration=ADAPTIVEDETECTOR2025.12 | 72.8 | 48.2 | 59 |