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@@ -87,7 +87,7 @@ The performance is measured using Pearson and Spearman correlation on the sts-be
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  | Model | Pearson correlation | Spearman correlation | #params |
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  | ------------- | ------------- | ------------- |------------- |
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- | [Lajavaness/sentence-flaubert-base](https://huggingface.co/Lajavaness/sentence-flaubert-base)| 87.14 |87.10 | 137M |
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  | [Lajavaness/sentence-camembert-base](https://huggingface.co/Lajavaness/sentence-camembert-base)| 86.88 |86.73 | 110M |
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  | [dangvantuan/sentence-camembert-base](https://huggingface.co/dangvantuan/sentence-camembert-base)| 86.73 |86.54 | 110M |
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  [inokufu/flaubert-base-uncased-xnli-sts](https://huggingface.co/inokufu/flaubert-base-uncased-xnli-sts)| 85.85 |85.71 | 137M |
@@ -99,7 +99,7 @@ The performance is measured using Pearson and Spearman correlation on the sts-be
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  **Pearson score**
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  | Model | [STS-B](https://huggingface.co/datasets/stsb_multi_mt/viewer/fr/train) | [STS12-fr ](https://huggingface.co/datasets/Lajavaness/STS12-fr)| [STS13-fr](https://huggingface.co/datasets/Lajavaness/STS13-fr) | [STS14-fr](https://huggingface.co/datasets/Lajavaness/STS14-fr) | [STS15-fr](https://huggingface.co/datasets/Lajavaness/STS15-fr) | [STS16-fr](https://huggingface.co/datasets/Lajavaness/STS16-fr) | [SICK-fr](https://huggingface.co/datasets/Lajavaness/SICK-fr) | params |
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  |-----------------------------------------------------------|---------|----------|----------|----------|----------|----------|---------|--------|
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- | [Lajavaness/sentence-flaubert-base](https://huggingface.co/Lajavaness/sentence-flaubert-base) | 85.5 | 86.64 | 87.24 | 85.68 | 88.00 | 75.78 | 82.84 | 110M |
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  | [Lajavaness/sentence-camembert-base](https://huggingface.co/Lajavaness/sentence-camembert-base) | 83.46 | 84.49 | 84.61 | 83.94 | 86.94 | 75.20 | 82.86 | 110M |
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  | [inokufu/flaubert-base-uncased-xnli-sts](https://huggingface.co/inokufu/flaubert-base-uncased-xnli-sts) | 82.82 | 84.79 | 85.76 | 82.81 | 85.38 | 74.05 | 82.23 | 137M |
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  | [dangvantuan/sentence-camembert-base](https://huggingface.co/dangvantuan/sentence-camembert-base) | 82.36 | 82.06 | 84.08 | 81.51 | 85.54 | 73.97 | 80.91 | 110M |
@@ -111,7 +111,7 @@ The performance is measured using Pearson and Spearman correlation on the sts-be
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  **Spearman score**
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  | Model | [STS-B](https://huggingface.co/datasets/stsb_multi_mt/viewer/fr/train) | [STS12-fr ](https://huggingface.co/datasets/Lajavaness/STS12-fr)| [STS13-fr](https://huggingface.co/datasets/Lajavaness/STS13-fr) | [STS14-fr](https://huggingface.co/datasets/Lajavaness/STS14-fr) | [STS15-fr](https://huggingface.co/datasets/Lajavaness/STS15-fr) | [STS16-fr](https://huggingface.co/datasets/Lajavaness/STS16-fr) | [SICK-fr](https://huggingface.co/datasets/Lajavaness/SICK-fr) | params |
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  |-----------------------------------------------------------|---------|----------|----------|----------|----------|----------|---------|--------|
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- | [Lajavaness/sentence-flaubert-base](https://huggingface.co/Lajavaness/sentence-flaubert-base) | 85.67 | 80.00 | 86.91 | 84.59 | 88.10 | 77.84 | 77.55 | 110M |
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  | [inokufu/flaubert-base-uncased-xnli-sts](https://huggingface.co/inokufu/flaubert-base-uncased-xnli-sts) | 83.07 | 77.34 | 85.88 | 80.96 | 85.70 | 76.43 | 77.00 | 137M |
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  | [Lajavaness/sentence-camembert-base](https://huggingface.co/Lajavaness/sentence-camembert-base) | 82.92 | 77.71 | 84.19 | 81.83 | 87.04 | 76.81 | 76.36 | 110M |
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  | [dangvantuan/sentence-camembert-base](https://huggingface.co/dangvantuan/sentence-camembert-base) | 81.64 | 75.45 | 83.86 | 78.63 | 85.66 | 75.36 | 74.18 | 110M |
 
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  | Model | Pearson correlation | Spearman correlation | #params |
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  | ------------- | ------------- | ------------- |------------- |
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+ | [Lajavaness/sentence-flaubert-base](https://huggingface.co/Lajavaness/sentence-flaubert-base)| **87.14** |**87.10** | 137M |
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  | [Lajavaness/sentence-camembert-base](https://huggingface.co/Lajavaness/sentence-camembert-base)| 86.88 |86.73 | 110M |
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  | [dangvantuan/sentence-camembert-base](https://huggingface.co/dangvantuan/sentence-camembert-base)| 86.73 |86.54 | 110M |
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  [inokufu/flaubert-base-uncased-xnli-sts](https://huggingface.co/inokufu/flaubert-base-uncased-xnli-sts)| 85.85 |85.71 | 137M |
 
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  **Pearson score**
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  | Model | [STS-B](https://huggingface.co/datasets/stsb_multi_mt/viewer/fr/train) | [STS12-fr ](https://huggingface.co/datasets/Lajavaness/STS12-fr)| [STS13-fr](https://huggingface.co/datasets/Lajavaness/STS13-fr) | [STS14-fr](https://huggingface.co/datasets/Lajavaness/STS14-fr) | [STS15-fr](https://huggingface.co/datasets/Lajavaness/STS15-fr) | [STS16-fr](https://huggingface.co/datasets/Lajavaness/STS16-fr) | [SICK-fr](https://huggingface.co/datasets/Lajavaness/SICK-fr) | params |
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  |-----------------------------------------------------------|---------|----------|----------|----------|----------|----------|---------|--------|
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+ | [Lajavaness/sentence-flaubert-base](https://huggingface.co/Lajavaness/sentence-flaubert-base) | **85.5** | **86.64** | **87.24** | **85.68** | **88.00** | **75.78** | **82.84** | 110M |
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  | [Lajavaness/sentence-camembert-base](https://huggingface.co/Lajavaness/sentence-camembert-base) | 83.46 | 84.49 | 84.61 | 83.94 | 86.94 | 75.20 | 82.86 | 110M |
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  | [inokufu/flaubert-base-uncased-xnli-sts](https://huggingface.co/inokufu/flaubert-base-uncased-xnli-sts) | 82.82 | 84.79 | 85.76 | 82.81 | 85.38 | 74.05 | 82.23 | 137M |
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  | [dangvantuan/sentence-camembert-base](https://huggingface.co/dangvantuan/sentence-camembert-base) | 82.36 | 82.06 | 84.08 | 81.51 | 85.54 | 73.97 | 80.91 | 110M |
 
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  **Spearman score**
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  | Model | [STS-B](https://huggingface.co/datasets/stsb_multi_mt/viewer/fr/train) | [STS12-fr ](https://huggingface.co/datasets/Lajavaness/STS12-fr)| [STS13-fr](https://huggingface.co/datasets/Lajavaness/STS13-fr) | [STS14-fr](https://huggingface.co/datasets/Lajavaness/STS14-fr) | [STS15-fr](https://huggingface.co/datasets/Lajavaness/STS15-fr) | [STS16-fr](https://huggingface.co/datasets/Lajavaness/STS16-fr) | [SICK-fr](https://huggingface.co/datasets/Lajavaness/SICK-fr) | params |
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  |-----------------------------------------------------------|---------|----------|----------|----------|----------|----------|---------|--------|
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+ | [Lajavaness/sentence-flaubert-base](https://huggingface.co/Lajavaness/sentence-flaubert-base) | **85.67** | **80.00** | **86.91** | **84.59** | **88.10** | **77.84** | **77.55** | 110M |
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  | [inokufu/flaubert-base-uncased-xnli-sts](https://huggingface.co/inokufu/flaubert-base-uncased-xnli-sts) | 83.07 | 77.34 | 85.88 | 80.96 | 85.70 | 76.43 | 77.00 | 137M |
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  | [Lajavaness/sentence-camembert-base](https://huggingface.co/Lajavaness/sentence-camembert-base) | 82.92 | 77.71 | 84.19 | 81.83 | 87.04 | 76.81 | 76.36 | 110M |
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  | [dangvantuan/sentence-camembert-base](https://huggingface.co/dangvantuan/sentence-camembert-base) | 81.64 | 75.45 | 83.86 | 78.63 | 85.66 | 75.36 | 74.18 | 110M |