Object Detection on Thyroid II
94.9AP@0.5 (BN)Ultrasound-DETR
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Ultrasound-DETR2026.01 | 94.9 | 95.1 | 60.2 | 95 | 69.3 | 42.2 | 60.8 | 70.9 | |
| Chen et al. [41]2026.01 | 94.6 | 94.3 | 58 | 94.4 | 64.6 | 39.8 | 58.6 | 65.6 | |
| Yu et al.2026.01 | 93.8 | 94.4 | 59.6 | 94.1 | 66.9 | 41.8 | 60.1 | 66 | |
| Zhou et al.2026.01 | 93.6 | 94 | 57.9 | 93.8 | 63.4 | 41.3 | 58.3 | 67.8 | |
| Lite-DETR2026.01 | 92.8 | 94.5 | 60.6 | 93.6 | 68.8 | 43.9 | 61.1 | 68.4 | |
| DN-Deformable-DETR2026.01 | 91.6 | 93.7 | 57.5 | 92.6 | 62.2 | 42.1 | 58 | 65.6 | |
| Wang et al.2026.01 | 90.8 | 92.7 | 58.6 | 91.8 | 66.8 | 41.4 | 58.7 | 68.2 | |
| Faster-RCNN2026.01 | 90.7 | 81.9 | 43 | 86.3 | 35.4 | 11.7 | 42.4 | 60.3 | |
| YOLOv72026.01 | 90.3 | 93 | 57 | 91.6 | 63.4 | 35.1 | 57.5 | 64.7 | |
| Deformable-DETR2026.01 | 90.3 | 93.5 | 51.1 | 91.9 | 50.8 | 33.7 | 52.4 | 57.4 | |
| Chen et al. [42]2026.01 | 90.3 | 91.9 | 55.8 | 91.1 | 63.6 | 41.2 | 56.4 | 62.5 | |
| Deim2026.01 | 89.8 | 92.6 | 57.6 | 91.2 | 64.1 | 37.2 | 58.1 | 65.8 | |
| YOLOv122026.01 | 88.6 | 95.1 | 59.7 | 91.9 | 64.2 | 38.9 | 59.2 | 68 | |
| YOLOv112026.01 | 88.1 | 94.9 | 57.7 | 91.5 | 62.7 | 36.6 | 54.5 | 56.6 | |
| Salience-DETR2026.01 | 88 | 92.9 | 56.7 | 90.4 | 62.8 | 36.8 | 57.4 | 64.9 | |
| Liu et al.2026.01 | 86.6 | 89.9 | 52.2 | 88.2 | 57.5 | 39 | 53.4 | 55.8 | |
| RetinaNet2026.01 | 86.5 | 89.9 | 57.6 | 88.2 | 66.2 | 40.8 | 58.5 | 64.8 | |
| DETR2026.01 | 70.2 | 91.1 | 44.8 | 80.6 | 44.4 | 25.4 | 44.4 | 59.7 | |
| Meng et al.2026.01 | 55.8 | 76.3 | 36.3 | 66 | 36.1 | 15.2 | 36.9 | 46.4 |