GUI Agent Navigation on MMBench-GUI benchmark leaderboard · SOTA2 Research

GUI Agent Navigation on MMBench-GUI

82.7Windows (Basic) ScoreInfiGUI-G1-7B

Evaluation Results

Method	Links
InfiGUI-G1-7B2026.03		82.7	61.8	83.8	63.9	72.3	52	94.9	89.4	95.2	85.6	93.5	76.3	80.8
UI-Ins-7B2026.03		82.7	64.7	87.2	75.1	71.7	51.5	94.9	89.7	95.8	89	93.2	80.8	83.1
GUI-Actor-7B2026.03		80.8	55.1	81.4	60.4	64.9	41.8	94.3	82.7	93.5	79.7	89.7	72.1	76.5
GUI-G2-7B2026.03		79.7	55.1	79.7	64.7	69.6	50	95.2	82.7	96.6	85.4	91.9	75.6	78.8
SE-GUI-7B2026.03		77.5	57.7	77.1	60.7	68.6	44.9	95.5	80	95.5	83.7	89.7	68.8	76.6
GTA1-7B2026.03		76.8	57.4	80.3	63.9	68.6	53.6	93.9	83.3	96.3	84.5	90.3	74.7	78.5
ZoomUI-7B2026.03		73.6	49.6	77.6	60.8	78.5	47.7	75.3	78.2	76.6	79.9	75.4	69.9	72.8
UI-TARS-1.5-7B2026.03		68.3	39	69	44.5	64.4	37.8	88.5	69.4	90.5	69.3	81	56.5	64.3
UGround-7B2026.03		66.8	39	71.3	48.6	56.5	31.1	92.7	70.9	93.5	71	88.7	64.6	65.7
ZoomUI-3B2026.03		65.1	43.1	71.4	48	75.9	38.3	77.9	70.4	76.9	70.5	65	62.9	63.2
Aguvis-7B2026.03		37.3	21.7	48.1	33.3	33.5	25	67.5	65.2	61	51	61.6	45.5	45.7
OSAtlas-7B2026.03		36.9	18.8	44.4	21.7	31.4	13.3	74.8	48.8	69.6	46.8	61.3	35.4	41.4
Qwen2.5-VL-7B2026.03		31.4	16.5	31.3	22	21.5	12.2	66.6	55.2	35.1	35.2	40.3	32.5	33.9
ShowUI-2B2026.03		9.2	4.4	24.1	10.4	25.1	11.7	29	19.7	17.4	8.7	22.9	12.7	16
GPT-4o2026.03		1.5	1.1	8.7	4.3	1.1	1	5.1	3.3	2.5	1.4	3.2	2.9	2.9
Claude2026.03		1.5	0.7	12.5	7.5	1.1	0	13.7	10.6	1.4	1.4	3.2	2.3	4.7