Multi-label lesion detection on VinDr-CXR (test)
46.7PrecisionYOLO-World
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| YOLO-World2025.12 | 46.7 | 39.2 | 40.1 | 35.6 | 29 | 18.3 | 7.4 | 2.5 | 20.5 | |
| SP-Det2025.12 | 46.4 | 43.8 | 42.4 | 38.2 | 29.5 | 18.7 | 6.6 | 0.7 | 21 | |
| YOLOv82025.12 | 45.7 | 41.2 | 40.3 | 35.3 | 28 | 15.4 | 6.6 | 0.8 | 19.4 | |
| DualAttNet2025.12 | 45.5 | 40.2 | 39.1 | 34.8 | 26.5 | 16.8 | 6.5 | 0.5 | 19.1 | |
| MLLA2025.12 | 45.3 | 40.4 | 38.9 | 33.3 | 25.6 | 16.2 | 5.1 | 0.4 | 18.5 | |
| YOLOv112025.12 | 45 | 41 | 39.4 | 34.7 | 27.3 | 15.8 | 5.6 | 0.7 | 18.9 | |
| RT-DETR2025.12 | 44.9 | 40.5 | 39.6 | 33.9 | 25.4 | 15.3 | 5 | 0.3 | 18.4 | |
| YOLOv102025.12 | 44.8 | 40.2 | 37 | 33 | 27.2 | 16.5 | 5.9 | 1.7 | 18.7 | |
| YOLOv92025.12 | 43.6 | 42.5 | 38.1 | 33.5 | 26 | 16.9 | 6.3 | 0.7 | 18.7 |