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@@ -47,7 +47,7 @@ On the test set of [Thai MS COCO 2014 dataset](https://huggingface.co/datasets/p
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  | Model \ Metrics | text-find-image recall@1 | text-find-image recall@10 | image-find-text recall@1 | image-find-text recall@10 | # text samples per second* |
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  | :--- | --- | --- | --- | --- | --- |
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  | **Multilingual Encoder** | | | | | |
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- | [clip-ViT-B-32-multilingual-v1](https://huggingface.co/sentence-transformers/clip-ViT-B-32-multilingual-v1) | 0.075 | 0.242 | 0.096 | 0.286 | - |
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  | [XLM-Roberta-Large-Vit-B-32](https://huggingface.co/M-CLIP/XLM-Roberta-Large-Vit-B-32) | **0.226** | **0.565** | **0.265** | **0.596** | 20 |
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  | **Thai Encoder (WangchanBERTa-based)** | | | | | |
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  | [Thai-Cross-CLIP](https://github.com/vikimark/Thai-Cross-CLIP) | 0.167 | 0.475 | 0.197 | 0.523 | 48 |
 
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  | Model \ Metrics | text-find-image recall@1 | text-find-image recall@10 | image-find-text recall@1 | image-find-text recall@10 | # text samples per second* |
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  | :--- | --- | --- | --- | --- | --- |
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  | **Multilingual Encoder** | | | | | |
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+ | [clip-ViT-B-32-multilingual-v1](https://huggingface.co/sentence-transformers/clip-ViT-B-32-multilingual-v1) | 0.075 | 0.242 | 0.096 | 0.286 | 251 |
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  | [XLM-Roberta-Large-Vit-B-32](https://huggingface.co/M-CLIP/XLM-Roberta-Large-Vit-B-32) | **0.226** | **0.565** | **0.265** | **0.596** | 20 |
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  | **Thai Encoder (WangchanBERTa-based)** | | | | | |
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  | [Thai-Cross-CLIP](https://github.com/vikimark/Thai-Cross-CLIP) | 0.167 | 0.475 | 0.197 | 0.523 | 48 |