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@@ -41,6 +41,8 @@ WinoGAViL is a challenging dataset for evaluating vision-and-language commonsens
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  - **Homepage:**
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  https://winogavil.github.io/
 
 
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  - **Repository:**
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  https://github.com/WinoGAViL/WinoGAViL-experiments/
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  - **Paper:**
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  https://winogavil.github.io/leaderboard.
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  https://paperswithcode.com/dataset/winogavil.
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  ### Languages
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  English.
 
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  - **Homepage:**
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  https://winogavil.github.io/
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+ - **Colab**
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+ https://colab.research.google.com/drive/19qcPovniLj2PiLlP75oFgsK-uhTr6SSi
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  - **Repository:**
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  https://github.com/WinoGAViL/WinoGAViL-experiments/
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  - **Paper:**
 
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  https://winogavil.github.io/leaderboard.
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  https://paperswithcode.com/dataset/winogavil.
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+ ## Colab notebook code for Winogavil evaluation with CLIP
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+ https://colab.research.google.com/drive/19qcPovniLj2PiLlP75oFgsK-uhTr6SSi
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+
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  ### Languages
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  English.