Object Detection on Thyroid II benchmark leaderboard · SOTA2 Research

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