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  ![image info](./examples/Access%20user%20account%20settings.png)
 
 
 
 
 
 
 
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  # Pixel-Navigator: A Multimodal Localization Benchmark for Web-Navigation Models
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  We introduce Pixel-Navigator, a high-quality benchmark dataset for evaluating navigation and localization capabilities of multimodal models and agents in Web environments. Pixel-Navigator features 1,639 English-language web screenshots paired with precisely annotated natural-language instructions and pixel-level click targets, in the same format as the widely-used screenspot benchmark.
 
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  ![image info](./examples/Access%20user%20account%20settings.png)
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+ ![image info](./examples/Add%20Insignia%20cable%20to%20cart.png)
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+ ![image info](./examples/Choose%2018_45.png)
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+ ![image info](./examples/Green%20Button%20to%20create%20a%20travel%20alert.png)
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+ ![image info](./examples/log%20in%20button%20(middle%20of%20the%20page).png)
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+ ![image info](./examples/Pick%20the%20first%20available%20date.png)
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+ ![image info](./examples/Select%20aug%207th.png)
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+ ![image info](./examples/Select%20fifth%20image%20in%20gallery.png)
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  # Pixel-Navigator: A Multimodal Localization Benchmark for Web-Navigation Models
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  We introduce Pixel-Navigator, a high-quality benchmark dataset for evaluating navigation and localization capabilities of multimodal models and agents in Web environments. Pixel-Navigator features 1,639 English-language web screenshots paired with precisely annotated natural-language instructions and pixel-level click targets, in the same format as the widely-used screenspot benchmark.