VisualWebArena.

VisualWebArena is a benchmark for multimodal agents, comprising 910 realistic, visually-grounded web tasks across three environments: Classifieds, Shopping, and Reddit. It evaluates various capabilities of autonomous multimodal agents on complex web-based visual tasks.

Best published scores.

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Neighbouring benchmarks.

Other Few-Shot Image Classification datasets on Codesota.

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• 01A public checkpoint or API endpoint
• 02A reproduction script with frozen commit + seed
• 03Declared evaluation environment (Python, deps)
• 04One row per metric declared by this dataset
• 05A contact so we can follow up on discrepancies