ground truth

Water Drop

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model outputs

Gemini 3 Flash Preview →

A 0.87T 0.26

Qwen3-VL-8B-Instruct (no output)

A —T —

GPT-5.4 →

A 0.83T 0.29

Claude Sonnet 4.6 →

A 0.86T 0.30

LLaMA 4 Scout →

A 0.64T 0.26

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3    <h1>Protecting Our Clean Water</h1>
4    <p class="has-text-align-center has-new-text-color has-text-color">Addressing phosphorus, the greatest threat to clean water in Lake Champlain</p>
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