Surgical Instrument Segmentation on Surgical Instrument combined (test) benchmark leaderboard · SOTA2 Research

Surgical Instrument Segmentation on Surgical Instrument combined (test)

90.81P3 DiceLapFM

Evaluation Results

Method	Links
LapFM2025.12		90.81	97.6	99.17	89.75	88.08	97.59	95.54	98.02	84.99	106.32	5.19	85.98	155.42	145.05	97.62	4.56
ReSurgSAM22025.12		85.21	94.14	97.38	84.35	86.48	47.46	89.3	90.38	88.4	476.31	19.67	103.65	156.95	22.63	131.93	52.7
SurgSAM-22025.12		84.68	94.73	96.95	83.27	85.67	58.94	91.48	88.35	91.54	453.26	21.38	68.45	163.28	38.57	145.62	48.26
MedSAM2025.12		84	95.56	97.43	76.19	85.84	72.17	94.4	84.72	121.87	413.55	18.95	41.01	157.15	27.4	113.34	50.49
SurgicalSAM2025.12		83.75	95.38	96.82	81.54	84.26	65.83	92.85	86.47	98.63	421.82	23.47	48.72	168.54	32.68	128.76	55.93
ADA-SAM2025.12		83.26	94.67	95.84	81.93	83.52	62.75	93.18	85.28	96.74	428.56	28.63	55.87	161.45	35.92	138.24	57.48
SAM22025.12		82.34	94.91	90.87	82.16	70.73	29.64	93.67	82.14	93.22	435.77	58.34	58.48	184.36	58.95	176.41	59.68
H-SAM2025.12		80.67	93.84	89.25	80.38	68.95	27.83	92.36	80.52	105.38	461.29	68.74	71.26	172.84	72.48	189.67	71.35
SAM2025.12		77.57	93.7	98.19	76.24	64.26	33.15	89.48	69.49	122.19	495.94	12.76	91.53	196.97	41.22	209.88	109.4
AutoSAM2025.12		75.42	91.58	96.73	74.86	62.47	30.54	87.62	67.83	134.68	523.47	24.89	103.57	218.93	67.84	232.45	125.68
Zig-RiR2025.12		74.96	71.83	84.65	76.42	72.15	63.28	81.57	75.34	172.35	502.68	145.87	143.29	218.74	312.56	176.83	195.48
SurgCSS2025.12		72.58	68.45	81.37	73.26	68.79	58.92	77.84	71.68	185.47	538.72	167.43	158.36	234.85	356.48	198.75	218.92
MSDE-Net2025.12		69.84	63.29	72.56	68.54	64.93	48.67	75.68	67.38	203.58	587.26	215.93	184.72	256.48	423.65	213.89	245.67
Surginet2025.12		68.21	61.74	75	69.53	58.58	15.28	65.44	58.92	218.93	623.48	189.76	176.29	312.57	598.34	298.67	287.53
nnUnet2025.12		67.27	58.43	35.9	65.4	60.01	67.13	52.68	61.75	234.67	678.92	512.38	198.54	287.63	245.82	356.74	223.45
UniverSeg2025.12		65.43	55.87	68.92	63.18	57.24	38.56	61.73	60.45	267.84	712.59	245.68	223.76	337.92	487.23	378.54	298.73