Mobile UI Reasoning on AMEX benchmark leaderboard · SOTA2 Research

Mobile UI Reasoning on AMEX

76.2Gmail AccuracyCoME

Evaluation Results

Method	Links
CoME2026.02		76.2	72.6	81	64.3	81.2	63.2	72.6	78.4	66.9	72.61
OS-Atlas2026.02		74.4	69.7	74.6	64	80.7	63.6	65.3	83.3	62.3	69.99
UGround2026.02		70.9	68.8	72.7	63.7	77.7	67.7	73.7	80.1	67.6	69.12
UITars2026.02		67.7	70	71.8	63.8	71.5	67.7	77	86.4	72.8	70.33
Qwen2VL-MoE2026.02		65.1	63.7	57.8	63	78	60.3	70.2	76.5	61.1	64.56
AriaUI2026.02		63.1	62.3	68.5	58.9	83	54.7	62.5	83.3	66.9	64.1
SphAgent2026.02		61.7	68.2	77.7	72	71.9	64.6	79.6	71.3	69.6	70.71
UITars2026.02		59.4	47.9	55.4	53	65.1	62.3	64.7	61.7	58.1	54.43
Qwen2VL2026.02		57.6	58.4	56.5	47.3	64.2	66.3	60.9	72.8	54.8	57.99
ShowUI2026.02		52.2	33.6	68.8	55.3	51.8	57.4	51.9	69.7	50.2	47.74
UI-S12026.02		47.3	62.2	66	54.1	38.1	75.3	72.7	80.2	63.6	60.57
DeepSeekVL22026.02		43.1	36.9	52.5	42.2	42.7	51.1	47	61.7	38.9	42.22
MolmoE2026.02		38.7	28.6	28.1	27.2	45.3	22.8	37.6	38.2	34	31.56
Qwen2VL2026.02		37.4	35.2	40.1	33.7	50	47.5	41.8	56.7	40.5	38.53
GUI-R12026.02		37.1	50.6	58.2	47.1	21.6	54.7	54.6	56.1	54.4	48.53
GUI-R12026.02		36.8	53	64.6	49.4	20.6	68.6	64.5	68.5	62.3	52.47
SeeClick2026.02		28.2	29.4	18.1	20	30	53.1	30.7	37.1	27.4	30.44