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Web task automation on VisualWebArena full

88.7SR

Human

Updated 8d ago

Evaluation Results

Method	Links
Human 2026.05		88.7	7.7	-	-	-	-	-
PANDO (Opus 4.6 + GPT-5.2) 2026.05		58.3	9.3	115	240	9.1	1.8	72.4
SGV (Gemini Flash) 2026.05		54	13.5	275	392.1	14.2	2.3	45.1
Gemini 3 Pro 2026.04		49	-	-	-	-	-	-
WALT (Sonnet-4 + thinking) 2026.05		45.2	10.5	294	531.3	18.3	2.6	38.6
GPT-5.2 (M) + SoM 2026.05		38.4	14.9	223	210.7	39.5	3.4	61.5
Qwen3.5-27B 2026.04		37.4	-	-	-	-	-	-
Gemini 3.1 Flash L. 2026.04		35	-	-	-	-	-	-
A3-Qwen3.5-9B 2026.04		33.9	-	-	-	-	-	-
GPT-5.2 (M) + SoM 2026.05		33.2	14.9	230	207.4	40.8	4.3	60.8
GPT-5.2 + SoM 2026.05		31.6	17.6	290	181.5	33.9	3.7	64.2
A3-Qwen3.5-4B 2026.04		30.1	-	-	-	-	-	-
Qwen3.5-9B 2026.04		28.5	-	-	-	-	-	-
GPT-5.2 + Caption 2026.05		24.8	31	166	388.7	2.1	1.9	10.3
Qwen3.5-4B 2026.04		24.7	-	-	-	-	-	-
WAC 2026.02		24.5	-	-	-	-	-	-
ReAct 2026.02		22.7	-	-	-	-	-	-
WebDreamer 2026.02		22.7	-	-	-	-	-	-
GPT-5.2 Text-Only 2026.05		11.4	33.1	132	436.1	0.3	7.7	6.1
A3-Qwen3.5-2B 2026.04		7.6	-	-	-	-	-	-
Qwen3.5-2B 2026.04		5.3	-	-	-	-	-	-