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@@ -39,7 +39,7 @@ Website: [https://behavior-in-the-wild.github.io/behavior-llava.html](https://be
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  By modeling these downstream receiver behaviors, training on BLIFT improves **content understanding** of VLMs, showing significant improvements across 46 tasks in image, video, text, and audio understanding.
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- <img src="./bllava-fig_2.pdf" alt="bllava-fig" width="1000"/>
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@@ -75,7 +75,7 @@ BLIFT combines high-quality behavioral data from two sources:
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  - Metadata: Likes, views, top comments, replay graphs
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  - Filtering: English language, minimum 10k views, NSFW, duplicates
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- <img src="./filtering-final.pdf" alt="filtering" width="1000"/>
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@@ -89,7 +89,7 @@ Using BLIFT to train **Behavior-LLaVA** (a fine-tuned LLaMA-Vid), the model outp
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  - 26 benchmark datasets
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  - Across image, video, audio, and text modalities
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- <img src="./radar_chart (1).pdf" alt="results" width="1000"/>
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  ---
 
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  By modeling these downstream receiver behaviors, training on BLIFT improves **content understanding** of VLMs, showing significant improvements across 46 tasks in image, video, text, and audio understanding.
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+ <img src="./bllava-fig_2.png" alt="bllava-fig" width="1000"/>
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  ---
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  - Metadata: Likes, views, top comments, replay graphs
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  - Filtering: English language, minimum 10k views, NSFW, duplicates
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+ <img src="./filtering-final.png" alt="filtering" width="1000"/>
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  ---
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  - 26 benchmark datasets
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  - Across image, video, audio, and text modalities
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+ <img src="./radar_chart (1).png" alt="results" width="1000"/>
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  ---