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Grounding on ScreenSpot Pro

48.7Average Grounding Accuracy

UI-AGILE-7B + Decomposed Grounding

Updated 9d ago

Evaluation Results

Method
UI-AGILE-7B + Decomposed Grounding 2025.07	48.7	-	79.1	24.1	60.6	11.2	53.3	10.9	66	26.4	79.1	39.6	59.8	22.5	59.2
UI-AGILE-3B + Decomposed Grounding 2025.07	45	-	66.9	16.6	58.1	11.9	47.2	10.9	66.7	24.5	72.3	34	58.9	22.5	54.4
UI-AGILE-7B 2025.07	44	-	64.3	15.2	53	9.8	49.2	14.1	72.9	25.5	75.1	30.2	45.8	20.2	-
UI-R1-E + Decomposed Grounding 2025.07	43.3	-	63.6	17.2	59.6	10	43.7	6.3	66	21.8	68.4	43.4	56.1	19.1	52.6
UI-TARS-7B + Decomposed Grounding 2025.07	41.9	-	59.7	19.3	54	15.4	38.1	12.5	63.2	27.3	71.8	28.3	45.8	21.3	50.3
JEDI-7B 2025.07	39.5	-	42.9	11	50	11.9	38	14.1	72.9	25.5	75.1	47.2	33.6	16.9	-
GUI-R1-7B + Decomposed Grounding 2025.07	39.3	-	66.9	15.2	50	10.5	32.5	4.7	59	13.6	68.4	24.5	60.7	18	48.6
UI-TARS-72B 2025.07	38.1	-	63	17.3	57.1	15.4	18.8	17.2	64.6	20.9	63.3	26.4	42.1	15.7	-
UI-AGILE-3B 2025.07	37.9	-	53.2	9	50.5	8.4	44.2	20.3	62.5	22.7	65.5	22.6	35.5	12.4	-
RULER 2025.07	37.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-
GUI-G1-3B 2025.07	37.1	-	50.7	10.3	36.6	11.9	39.6	9.4	61.8	30	67.2	32.1	32.5	10.6	-
GUI-R1-3B + Decomposed Grounding 2025.07	37.1	-	63.6	13.1	55.6	4.9	31.5	6.3	61.8	16.4	62.7	20.8	44.9	10.1	46
UGround-V1-7B + Decomposed Grounding 2025.07	36.6	-	57.8	14.5	49	11.9	20.3	7.8	62.5	21.8	67.8	18.9	48.6	14.6	47.3
Aguvis-7B + Decomposed Grounding 2025.07	36.5	-	50.6	11.7	60.1	7	31	4.7	62.5	20	63.3	18.9	45.8	6.7	44.3
JEDI-3B 2025.07	36.1	-	61	13.8	53.5	8.4	27.4	9.4	54.2	18.2	64.4	32.1	38.3	9	-
UI-TARS-7B 2025.07	35.7	-	58.4	12.4	50	9.1	20.8	9.4	63.9	31.8	63.3	20.8	30.8	16.9	-
InfiGUI-R1-3B 2025.07	35.7	-	51.3	12.4	44.9	7	33	14.1	58.3	20	65.5	28.3	43.9	12.4	-
UI-R1-E 2025.07	33.5	-	46.1	6.9	41.9	4.2	37.1	12.5	56.9	21.8	65	26.4	32.7	10.1	-
Qwen2.5-VL-7B + Decomposed Grounding 2025.07	33.3	-	60.4	13.1	33.3	8.4	27.9	6.2	50	13.6	63.3	17	51.4	16	42
OS-Atlas-7B + Decomposed Grounding 2025.07	33.1	-	49.4	5.5	52	5.6	26.4	6.3	54.9	18.2	57.6	18.9	49.5	9	42.1
GUI-R1-7B 2025.07	32.1	-	57.1	8.3	37.9	8.4	28.4	6.3	54.9	10.9	59.9	13.2	41.1	13.5	-
UGround-V1-7B 2025.07	31.6	-	51.3	5.5	48.5	8.3	18.8	1.6	59.7	14.6	59.9	17	40.2	7.9	-
Qwen2.5-VL-3B + Decomposed Grounding 2025.07	31.2	-	52.6	8.3	42.9	11.2	25.9	3.1	47.9	10	55.9	17	46.7	9	38.8
GUI-R1-3B 2025.07	30.9	-	40.9	4.8	47.8	2.8	27.9	6.3	65.3	19.1	58.2	18.9	29	2.2	-
UI-TARS-2B 2025.07	27.7	-	47.7	4.1	42.9	6.3	17.8	4.7	56.9	17.3	50.3	17	21.5	5.6	-
Qwen2.5-VL-7B 2025.07	24.5	-	54.5	5.5	24.7	4.2	13.7	3.1	46.5	7.3	50.8	11.3	29.9	10.1	-
Qwen2.5-VL-3B 2025.07	22.7	-	31.8	4.1	32.8	4.2	24.9	4.7	43.8	12.7	42.4	15.1	17.8	2.2	-
Aguvis-7B 2025.07	20.4	-	30.5	0.7	28.8	2.8	14.7	1.6	45.8	8.2	38.4	11.3	30.8	2.3	-
OS-Atlas-7B 2025.07	18.9	-	33.8	1.4	30.8	3.5	12.2	3.1	33.3	9.1	33.3	9.4	26.2	3.4	-
UI-R1-3B 2025.07	17.8	-	22.7	4.1	27.3	3.5	11.2	6.3	42.4	11.8	32.2	11.3	13.1	4.5	-
Aria-UI 2025.07	11.3	-	16.2	0	23.7	2.1	7.6	1.6	27.1	6.4	20.3	1.9	4.7	0	-
CogAgent-18B 2025.07	7.7	-	14.9	0.7	9.6	0	7.1	3.1	22.2	1.8	13	0	5.6	0	-
ShowUI-2B 2025.07	7.7	-	16.9	1.4	9.1	0	2.5	0	13.2	7.3	15.3	7.5	10.3	2.2	-
Florence-2 (0.7B) 2025.10	-	0.12	-	-	-	-	-	-	-	-	-	-	-	-	-
Qwen 2.5 VL (3B) 2025.10	-	15.93	-	-	-	-	-	-	-	-	-	-	-	-	-
Qwen 2.5 VL (7B) 2025.10	-	27.13	-	-	-	-	-	-	-	-	-	-	-	-	-
CogAgent (18B) 2025.10	-	7.7	-	-	-	-	-	-	-	-	-	-	-	-	-
UGround (7B) 2025.10	-	16.5	-	-	-	-	-	-	-	-	-	-	-	-	-
ShowUI (2B) 2025.10	-	7.7	-	-	-	-	-	-	-	-	-	-	-	-	-
OS-Atlas (7B) 2025.10	-	18.9	-	-	-	-	-	-	-	-	-	-	-	-	-
UI-TARS (2B) 2025.10	-	27.7	-	-	-	-	-	-	-	-	-	-	-	-	-
UI-TARS (72B) 2025.10	-	38.1	-	-	-	-	-	-	-	-	-	-	-	-	-
UI-TARS (7B) 2025.10	-	35.7	-	-	-	-	-	-	-	-	-	-	-	-	-
GUIrilla-See (0.7B) 2025.10	-	7.34	-	-	-	-	-	-	-	-	-	-	-	-	-
GUIrilla-See (3B) 2025.10	-	29.35	-	-	-	-	-	-	-	-	-	-	-	-	-
GUIrilla-See (7B) 2025.10	-	35.36	-	-	-	-	-	-	-	-	-	-	-	-	-