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ResearchFormerly WizWand

Object Detection on Thyroid I (test)

0.991AP@0.5 (BN)Ultrasound-DETR

Evaluation results

Method	Links
Ultrasound-DETR2026.01		0.991	0.965	0.676	0.978	0.812	0.627	0.667	0.783
Yu et al.2026.01		0.987	0.959	0.653	0.973	0.768	0.43	0.646	0.755
Wang et al.2026.01		0.975	0.962	0.634	0.968	0.749	0.564	0.623	0.739
Chen et al. [41]2026.01		0.957	0.964	0.625	0.96	0.715	0.549	0.601	0.777
Faster-RCNN2026.01		0.928	0.802	0.438	0.865	0.392	0.107	0.408	0.663
DN-Deformable-DETR2026.01		0.922	0.963	0.621	0.943	0.706	0.452	0.601	0.793
Zhou et al.2026.01		0.912	0.946	0.621	0.929	0.729	0.475	0.603	0.785
Lite-DETR2026.01		0.911	0.957	0.625	0.934	0.736	0.316	0.607	0.791
RetinaNet2026.01		0.905	0.965	0.643	0.935	0.742	0.429	0.623	0.769
Chen et al. [42]2026.01		0.905	0.913	0.575	0.909	0.676	0.545	0.572	0.648
YOLOv122026.01		0.898	0.967	0.596	0.933	0.738	0.555	0.628	0.789
Salience-DETR2026.01		0.883	0.964	0.628	0.924	0.735	0.403	0.628	0.701
Deformable-DETR2026.01		0.878	0.939	0.509	0.908	0.516	0.266	0.525	0.535
Deim2026.01		0.847	0.965	0.637	0.906	0.739	0.549	0.616	0.771
YOLOv112026.01		0.841	0.964	0.608	0.902	0.739	0.555	0.573	0.62
DETR2026.01		0.84	0.942	0.516	0.891	0.583	0.299	0.492	0.749
Liu et al.2026.01		0.81	0.931	0.565	0.87	0.679	0.549	0.552	0.652
YOLOv72026.01		0.733	0.885	0.523	0.809	0.608	0.493	0.521	0.609
Meng et al.2026.01		0.363	0.838	0.369	0.6	0.415	0.059	0.379	0.71