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GUI Navigation on WebVoyager

88.89Success Rate (Allrecipes)

Ovis2.5S-RLOO

Updated 4d ago

Evaluation Results

Method	Links
Ovis2.5S-RLOO 2026.02		88.89	85.37	67.44	72.09	76.19	93.02	83.33	70.45	82.93	70.73	62.79	80.43	77.82	-
Claude 4 sonnet CU 2026.02		84.44	75.61	69.77	81.4	85.71	95.35	85.71	86.36	87.8	78.05	69.77	84.78	82.1	-
Ovis2.5S-GRPO 2026.02		82.22	78.05	62.79	76.74	80.95	90.7	95.24	65.91	90.24	87.8	60.47	76.09	78.79	-
Ovis2.5S-RF++ 2026.02		77.78	70.73	69.77	83.72	80.95	81.4	92.86	72.73	75.61	80.49	72.09	80.43	78.21	-
Claude 3.7 sonnet CU 2026.02		75.56	75.61	62.79	86.05	69.05	88.37	78.57	75	68.29	85.37	72.09	82.61	76.65	-
Ovis2.5SFT 2026.02		66.67	70.73	58.14	79.07	78.57	88.37	69.05	56.82	70.73	60.98	44.19	80.43	68.68	-
GPT-4o 2026.02		55.56	53.66	55.81	60.47	54.76	81.4	64.29	43.18	58.54	56.1	41.86	65.22	57.59	-
Qwen3-VL-32B 2026.02		37.78	26.83	46.51	48.84	54.76	79.07	64.29	54.55	65.85	56.1	18.6	34.78	48.83	-
Qwen3-VL-8B 2026.02		35.56	46.34	34.88	34.88	40.48	67.44	61.9	27.27	48.78	60.98	32.56	50	44.94	-
UI-TARS 1.5-7B 2026.02		26.67	29.27	48.84	53.49	61.9	60.47	66.67	38.64	41.46	58.54	46.51	50	48.44	-
UI-TARS-7B 2026.02		17.78	31.71	16.28	20.93	40.48	58.14	71.43	45.45	31.71	17.07	41.86	39.13	35.99	-
UI-TARS-72B 2026.02		15.56	39.02	46.51	65.12	40.48	72.09	59.52	47.73	43.9	26.83	25.58	47.83	44.16	-
UI-TARS-1.5 2026.02		-	-	-	-	-	-	-	-	-	-	-	-	-	35.9
UFO2 2026.02		-	-	-	-	-	-	-	-	-	-	-	-	-	69
IntentCUA 2026.02		-	-	-	-	-	-	-	-	-	-	-	-	-	71.6