Laparoscopic Segmentation on Gynsurg (unseen) benchmark leaderboard · SOTA2 Research

Laparoscopic Segmentation on Gynsurg (unseen)

61.23Dice (C2)LapFM

Evaluation Results

Method	Links
LapFM2025.12		61.23	35.51	67.32	47.28	58.16	48.17
ReSurgSAM22025.12		46.83	43.52	45.94	41.38	55.84	44.67
SurgSAM-22025.12		42.35	39.84	41.68	36.92	51.47	40.28
SurgicalSAM2025.12		38.74	35.68	37.93	32.47	46.25	35.82
ADA-SAM2025.12		37.56	34.28	36.85	31.74	45.38	34.92
MedSAM2025.12		35.92	32.47	34.68	28.95	42.83	31.74
SAM22025.12		32.68	28.95	31.47	24.83	38.92	27.65
Zig-RiR2025.12		31.62	14.83	17.71	12.09	25.79	18.94
H-SAM2025.12		30.84	26.92	29.73	22.68	36.47	25.83
SAM2025.12		28.45	24.73	26.82	19.54	32.67	21.38
AutoSAM2025.12		26.73	22.48	24.95	17.82	30.54	19.67
UniverSeg2025.12		23.67	6.94	22.97	3.17	28.04	8.52
MSDE-Net2025.12		20.03	8.67	18.73	16.44	16.89	12.38
SurgCSS2025.12		18.8	11.45	19.72	8.86	13.42	15.27
nnUnet2025.12		16.61	3.51	12.77	0.9	3.18	1.45
Surginet2025.12		14.78	5.23	9.91	8.11	2.73	6.84