Image Segmentation on SA-Co Gold (test) benchmark leaderboard · SOTA2 Research

Image Segmentation on SA-Co Gold (test)

54.1Avg CG F1SAM3 (Teacher)

Evaluation Results

Method	Links
SAM3 (Teacher)2026.02		54.1	0.82	66.1	47.3	0.81	58.6	53.7	0.86	62.6	61.1	0.9	67.7	53.4	0.79	67.3	65.5	0.89	73.8	54.9	0.76	72	42.5	0.7	60.9
S3LT2026.02		53.1	0.8	64.9	46.3	0.79	57.5	52.7	0.84	61.5	60	0.88	66.5	52.4	0.77	66.1	64.3	0.87	72.6	53.9	0.74	70.8	41.6	0.68	59.8
S3LT2026.02		52.5	0.8	64.3	45.9	0.79	56.9	52.1	0.83	60.8	59.4	0.87	65.8	51.8	0.77	65.5	63.7	0.86	71.8	53.3	0.74	70.1	41.2	0.68	59.2
S3LT2026.02		51.9	0.79	63.6	45.4	0.78	56.3	51.6	0.82	60.2	58.8	0.86	65.2	51.3	0.76	64.8	63	0.85	71.1	52.7	0.73	69.3	40.7	0.67	58.6
DINO-X2026.02		21.3	0.38	55.2	17.2	0.35	49.2	19.7	0.48	40.9	12.9	0.34	37.5	30.1	0.49	61.7	28.4	0.41	69.4	31	0.42	74	9.7	0.18	53.5
OWLv22026.02		17.3	0.46	36.8	12.2	0.39	31.3	9.8	0.45	21.7	8.9	0.36	24.8	24.4	0.51	47.9	24.4	0.52	47	25.9	0.54	48.2	15.4	0.42	36.6
APE-D2026.02		16.4	0.4	36.9	12.6	0.42	30.1	2.2	0.22	10	7.2	0.35	20.3	22.7	0.51	45	31.8	0.56	56.5	26.7	0.47	57.3	11.6	0.29	39.5
Gemini 2.52026.02		13	0.29	46.1	9.9	0.29	33.8	13.1	0.41	32.1	8.2	0.27	30.3	19.6	0.33	59.5	15.1	0.28	53.5	18.8	0.3	63.1	6.5	0.13	50.3
LLMDet-L2026.02		6.5	0.21	27.3	4.5	0.23	19.4	5.3	0.23	22.8	2.4	0.18	13.7	5.5	0.19	29.1	4.4	0.17	25.3	22.2	0.39	57.1	1.2	0.05	23.3
gDino-T2026.02		3.3	0.15	16.2	2.9	0.21	13.9	3.1	0.2	15.4	0.28	0.08	3.4	0.96	0.1	9.8	1.1	0.1	11.2	13.8	0.29	47.3	0.7	0.06	12.1