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@@ -9,7 +9,7 @@ tags:
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  <p align="center">
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- <img src="https://github.com/VectorSpaceLab/EditScore/blob/main/assets/logo.png" width="65%">
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  </p>
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  <p align="center">
@@ -49,7 +49,7 @@ To overcome this barrier, we provide a systematic, two-part solution:
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  - **A Powerful & Versatile Tool**: Guided by our benchmark, we developed the **EditScore** model series. Through meticulous data curation and an effective self-ensembling strategy, EditScore sets a new state of the art for open-source reward models, even surpassing the accuracy of leading proprietary VLMs.
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  <p align="center">
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- <img src="https://github.com/VectorSpaceLab/EditScore/blob/main/assets/table_reward_model_results.png" width="95%">
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  <br>
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  <em>Benchmark results on EditReward-Bench.</em>
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  </p>
@@ -62,7 +62,7 @@ We demonstrate the practical utility of EditScore through two key applications:
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  This repository releases both the **EditScore** models and the **EditReward-Bench** dataset to facilitate future research in reward modeling, policy optimization, and AI-driven model improvement.
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  <p align="center">
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- <img src="https://github.com/VectorSpaceLab/EditScore/blob/main/assets/figure_edit_results.png" width="95%">
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  <br>
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  <em>EditScore as a superior reward signal for image editing.</em>
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  </p>
 
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  <p align="center">
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+ <img src="assets/logo.png" width="65%">
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  </p>
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  <p align="center">
 
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  - **A Powerful & Versatile Tool**: Guided by our benchmark, we developed the **EditScore** model series. Through meticulous data curation and an effective self-ensembling strategy, EditScore sets a new state of the art for open-source reward models, even surpassing the accuracy of leading proprietary VLMs.
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  <p align="center">
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+ <img src="assets/table_reward_model_results.png" width="95%">
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  <br>
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  <em>Benchmark results on EditReward-Bench.</em>
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  </p>
 
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  This repository releases both the **EditScore** models and the **EditReward-Bench** dataset to facilitate future research in reward modeling, policy optimization, and AI-driven model improvement.
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  <p align="center">
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+ <img src="assets/figure_edit_results.png" width="95%">
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  <br>
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  <em>EditScore as a superior reward signal for image editing.</em>
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  </p>