Stenosis Detection on ARCADE real (val test)
72.7mAP@0.5YOLOv8
Evaluation results
| Method | Links | ||
|---|---|---|---|
| YOLOv8Training=Real+Synth2026.05 | 72.7 | 77.5 | |
| DINO-DETRTraining=Real+Synth2026.05 | 72 | 76.6 | |
| RTMDetTraining=Real+Synth2026.05 | 67.5 | 74.9 | |
| YOLOv8Training=Synth-only2026.05 | 66.2 | 73.7 | |
| RTMDetTraining=Synth-only2026.05 | 62.5 | 72.6 | |
| DINO-DETRTraining=Synth-only2026.05 | 61.5 | 69.7 | |
| RTMDetTraining=Real-only2026.05 | 54.5 | 68.7 | |
| YOLOv8Training=Real-only2026.05 | 52.5 | 66.4 | |
| DINO-DETRTraining=Real-only2026.05 | 50.8 | 64.5 | |
| Grounding DINOTraining=Real+Synth2026.05 | 41.8 | 56.4 | |
| Grounding DINOTraining=Synth-only2026.05 | 33 | 50.5 | |
| Grounding DINOTraining=Real-only2026.05 | 27.6 | 45.3 |