Stenosis Detection on Multi-center CAG dataset (test)
73.1mAP@0.5YOLOv8
Evaluation results
| Method | Links | ||
|---|---|---|---|
| YOLOv8Training=Real+Synth2026.05 | 73.1 | 77.9 | |
| DINO-DETRTraining=Real+Synth2026.05 | 72.5 | 76.8 | |
| RTMDetTraining=Real+Synth2026.05 | 68.8 | 75.4 | |
| YOLOv8Training=Real-only2026.05 | 65.4 | 72.5 | |
| DINO-DETRTraining=Real-only2026.05 | 63.8 | 71 | |
| RTMDetTraining=Real-only2026.05 | 61.5 | 69.5 | |
| YOLOv8Training=Synth-only2026.05 | 58.2 | 64.8 | |
| DINO-DETRTraining=Synth-only2026.05 | 56.5 | 63.5 | |
| RTMDetTraining=Synth-only2026.05 | 54.8 | 62.2 | |
| Grounding DINOTraining=Real+Synth2026.05 | 44.2 | 58.8 | |
| Grounding DINOTraining=Real-only2026.05 | 38.5 | 53.2 | |
| Grounding DINOTraining=Synth-only2026.05 | 31.2 | 48.5 |