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GUI Navigation and Action on OS World (test)

95.83Success Rate (OS)

Agent Alpha

Updated 4d ago

Evaluation Results

Method
Agent Alpha 2026.02	95.83	87.23	78.72	91.3	70.58	-	67.39	100	96.15	-	77.29	59.14	80
Agent s3 2026.02	79.17	87.23	72.26	86.83	62.94	-	62.96	82.61	73.08	-	72.58	63.9	73.33
GTA1 2026.02	79.17	63.83	65.53	60.74	57.88	-	58.61	82.61	76.92	-	63.41	50.91	80
OS-Symphony 2026.02	78.26	76.6	48.81	78.13	61.53	-	62.96	78.26	80.77	-	65.77	55.3	80
Human 2024.10	75	61.7	80.85	73.91	70.59	46.67	78.26	73.91	73.08	73.27	72.36	-	-
CoACT-1 2026.02	75	70.21	50.28	73.91	71.94	-	54.26	78.26	65.38	-	60.76	47.87	73.33
UiPath Screen Agent 2026.02	70.83	80.43	70.19	69.57	60.82	-	69.48	78.26	69.23	-	67.14	52.97	73.33
GBOX Agent 2026.02	70.83	74.47	63.74	68.18	46.29	-	62.96	91.3	76.92	-	64.22	49.73	66.67
claude-sonnet-4-5 2026.02	70.83	72.34	68	82.48	58.18	-	62.96	73.91	53.85	-	62.88	49.54	60
Qwen3-VL-8B 2026.02	45.45	10.34	18.52	38.46	42.85	-	23.33	27.27	25	-	1,775	5.71	25
Qwen3-VL-8B 2026.02	36.37	13.79	14.81	23.07	42.85	-	13.33	36.36	37.5	-	1,635	5.71	25
ANCHOR 2026.02	36.37	13.79	18.52	38.46	57.14	-	26.67	18.18	37.5	-	2,056	7.14	50
Qwen3-VL-8B 2026.02	27.27	6.9	14.81	30.77	42.85	-	23.33	27.27	37.5	-	1,682	7.14	25
GPT-4o + OS-Atlas-Base-7B 2024.10	25	4.26	17.02	8.7	29.41	26.67	19.57	17.39	19.23	8.91	14.63	-	-
GPT-4o + SoM 2024.10	20.83	0	6.77	4.35	6.52	0	4.35	4.35	0	3.6	4.59	-	-
GPT-4o + OS-Atlas-Base-4B 2024.10	20.83	2.23	14.89	8.7	23.52	13.33	15.22	13.04	15.38	7.92	11.65	-	-
GPT-4o + SeeClick 2024.10	16.67	0	12.76	4.35	23.52	6.67	10.86	8.7	11.54	7.92	9.21	-	-
GLM4.1V-9B 2026.02	9.09	3.45	3.7	7.69	0	-	6.67	18.18	0	-	514	2.86	12.5
GLM4.1V-9B 2026.02	9.09	0	3.7	7.69	0	-	6.67	18.18	12.5	-	514	4.29	0
Qwen2.5-VL-7B 2026.02	9.09	0	3.7	15.38	0	-	10	18.18	12.5	-	561	2.86	0
Qwen2.5-VL-7B 2026.02	9.09	0	7.41	7.69	14.29	-	6.67	0	0	-	467	4.29	0
ANCHOR 2026.02	9.09	3.45	3.7	15.38	14.29	-	10	27.27	25	-	794	4.29	0
GPT-4o 2024.10	8.33	0	6.77	4.35	16.1	0	4.35	4.35	3.85	5.58	5.03	-	-
GLM4.1V-9B 2026.02	0	0	0	0	0	-	3.33	0	0	-	47	0	0
ANCHOR 2026.02	0	3.45	7.41	15.38	14.29	-	10	9.09	12.5	-	701	2.85	12.5
Qwen2.5-VL-7B 2026.02	0	0	0	0	0	-	3.33	0	0	-	93	1.43	0