pith:JD2ZQ3EI
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
VisualWebArena shows that multimodal agents still struggle with visually grounded web tasks.
arxiv:2401.13649 v2 · 2024-01-24 · cs.LG · cs.CL · cs.CV
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Claims
Through extensive quantitative and qualitative analysis, we identify several limitations of text-only LLM agents, and reveal gaps in the capabilities of state-of-the-art multimodal language agents.
That the chosen websites and task templates are sufficiently representative of the visual and interaction challenges encountered in real-world web use.
VisualWebArena benchmark demonstrates that state-of-the-art multimodal agents still exhibit significant limitations on visually grounded web tasks.
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| First computed | 2026-05-17T23:38:13.706760Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
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| Schema | pith-number/v1.0 |
Canonical hash
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Canonical record JSON
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