notesum.ai

Published at November 25

cs.CV

cs.AI

Released Date: November 25, 2024

Authors: Hangyul Yoon¹, Doohyuk Jang¹, Jungeun Kim¹, Eunho Yang²

Aff.: ¹Korea Advanced Institute of Science and Technology (KAIST); ²Korea Advanced Institute of Science and Technology (KAIST), AITRICS

Method	Venue	Shenzhen		OdontoAI		CAMUS		JSRT		BUU
Method	Venue	mIoU	DICE	mIoU	DICE	mIoU	DICE	mIoU	DICE	mIoU	DICE
Painter [59]	CVPR 2023	28.3	43.7	25.3	39.2	24.9	39.6	42.6	59.4	4.0	7.3
VP [5]	NeurIPS 2022	69.6	81.8	50.4	66.8	29.9	44.9	27.0	39.3	18.2	29.9
SEEM [73]	NeurIPS 2023	32.6	48.6	29.4	45.1	24.8	39.4	58.3	73.3	2.2	3.9
SegGPT [60]	ICCV 2023	80.6	89.2	71.4	83.3	39.6	54.9	25.6	37.8	57.6	71.8
UniverSeg [9]	ICCV 2023	43.8	60.6	43.2	60.1	31.0	46.2	61.7	75.7	24.3	38.4
PerSAM^† [68]	ICLR 2024	35.5	51.0	17.2	28.9	27.3	42.9	41.7	57.7	17.9	27.5
PerSAM-F^† [68]	ICLR 2024	29.0	44.6	16.1	27.4	30.1	45.6	38.7	53.8	5.5	10.4
Matcher^† [31]	ICLR 2024	29.4	45.4	13.1	23.2	11.6	20.8	38.6	52.4	4.9	9.4
Med-PerSAM	This work	85.4	92.0	78.3	87.8	60.9	74.2	84.2	91.3	58.0	72.9