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GUI Navigation on Multimodal-Mind2Web Cross-Website

62.2Step Success Rate

HTML-T5-XL

Updated 4d ago

Evaluation Results

Method	Links
HTML-T5-XL 2025.03		62.2	68.4	71
Explorer-7B 2025.02		56.7	60.5	90.7
AutoWebGLM 2025.03		56.4	-	-
CogAgent 2025.03		54	-	-
Explorer-7B 2025.02		52	56.3	89.7
AgentTrek-7B 2025.02		51.4	57.6	88.1
Explorer-4B 2025.02		51.4	55.6	89.5
SpiritSight-26B 2025.03		48.1	57	85.7
LLaMA2-7B 2025.03		47.1	-	-
Explorer-4B 2025.02		45	49.1	87.2
Explorer-7B 2025.02		44.5	48.7	87.7
SpiritSight-8B 2025.03		44	52.2	84.7
Explorer-4B 2025.02		39.3	44.1	87.7
SpiritSight-2B 2025.03		37.8	44	83.6
OmniParser 2025.03		36.5	41	84.8
ScribeAgent-32B 2025.02		32.5	34.1	52.7
SeeAct 2025.03		32.4	38	67.8
SeeAct 2025.02		32.4	38	69.8
ReadAgent-P 2025.03		31.1	37.4	75.1
MiniCPM-GUI 2024.06		29.7	34.7	-
GPT-4 2025.02		27	30.2	61
EDGE-9.6B 2025.02		21.1	-	-
SeeClick-9.6B 2025.02		18.8	21.9	82.9
MiniCPM-GUI 2025.03		17.3	20.3	81.7
MiniCPM-3.1B 2025.02		17.3	20.3	81.7
MiniCPM-GUI 2024.06		17.3	20.3	-
SeeClick 2025.03		16.4	21.4	80.6
SeeClick 2024.06		16.4	21.4	-
Qwen-GUI 2024.06		15.6	19.3	-
GPT-3.5 2025.02		14.1	14.9	56.5
Fuyu-GUI 2025.03		12.2	13.9	80.7
Fuyu-GUI 2024.06		12.2	13.9	-