Update README.md

README.md

@@ -65,15 +65,15 @@ We evaluated the model on 500 random queries from the mMARCO-fr train set (which
 
 Below, we compare the model performance with other cross-encoder models fine-tuned on the same dataset. We report the R-precision (RP), mean reciprocal rank (MRR), and recall at various cut-offs (R@k).
 
-|    | model                                                                                                                                                                                  |            RP |   MRR@10 |    R@10 (↑) |        R@20 |        R@50 |        R@100 |
-|---:|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------:|---------:|------------:|------------:|------------:|-------------:|
-|  1 | [crossencoder-camembert-base-mmarcoFR](https://huggingface.co/antoinelouis/crossencoder-camembert-base-mmarcoFR)                                                                       |         35.65 |    50.44 |       82.95 |       91.50 |       96.80 |        98.80 |
-|  2 | [crossencoder-mMiniLMv2-L12-H384-distilled-from-XLMR-Large-mmarcoFR](https://huggingface.co/antoinelouis/crossencoder-mMiniLMv2-L12-H384-distilled-from-XLMR-Large-mmarcoFR)           |         34.37 |    51.01 |       82.23 |       90.60 |       96.45 |        98.40 |
-|  3 | [crossencoder-mmarcoFR-mMiniLMv2-L12-H384-v1-mmarcoFR](https://huggingface.co/antoinelouis/crossencoder-mmarcoFR-mMiniLMv2-L12-H384-v1-mmarcoFR)                                       |         34.22 |    49.20 |       81.70 |       90.90 |       97.10 |        98.90 |
-|  4 | [crossencoder-mpnet-base-mmarcoFR](https://huggingface.co/antoinelouis/crossencoder-mpnet-base-mmarcoFR)                                                                               |         29.68 |    46.13 |       80.45 |       87.90 |       93.15 |        96.60 |
-|  5 | [crossencoder-distilcamembert-base-mmarcoFR](https://huggingface.co/antoinelouis/crossencoder-distilcamembert-base-mmarcoFR)                                                           |         27.28 |    43.71 |       80.30 |       89.10 |       95.55 |        98.60 |
-|  6 | [crossencoder-electra-base-french-europeana-cased-discriminator-mmarcoFR](https://huggingface.co/antoinelouis/crossencoder-electra-base-french-europeana-cased-discriminator-mmarcoFR) |         28.32 |    45.28 |       79.22 |       87.15 |       93.15 |        95.75 |
-|  7 | **crossencoder-mMiniLMv2-L6-H384-distilled-from-XLMR-Large-mmarcoFR**                                                                                                                  |         33.92 |    49.33 |       79.00 |       88.35 |       94.80 |        98.20 |
+|    | model                                                                                                                                                                                  |  Size |           RP |   MRR@10 |     R@10(↑) |        R@20 |        R@50 |        R@100 |
+|---:|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------:|-------------:|---------:|------------:|------------:|------------:|-------------:|
+|  1 | [crossencoder-camembert-base-mmarcoFR](https://huggingface.co/antoinelouis/crossencoder-camembert-base-mmarcoFR)                                                                       | 443MB |        35.65 |    50.44 |       82.95 |       91.50 |       96.80 |        98.80 |
+|  2 | [crossencoder-mMiniLMv2-L12-H384-distilled-from-XLMR-Large-mmarcoFR](https://huggingface.co/antoinelouis/crossencoder-mMiniLMv2-L12-H384-distilled-from-XLMR-Large-mmarcoFR)           | 471MB |        34.37 |    51.01 |       82.23 |       90.60 |       96.45 |        98.40 |
+|  3 | [crossencoder-mmarcoFR-mMiniLMv2-L12-H384-v1-mmarcoFR](https://huggingface.co/antoinelouis/crossencoder-mmarcoFR-mMiniLMv2-L12-H384-v1-mmarcoFR)                                       | 471MB |        34.22 |    49.20 |       81.70 |       90.90 |       97.10 |        98.90 |
+|  4 | [crossencoder-mpnet-base-mmarcoFR](https://huggingface.co/antoinelouis/crossencoder-mpnet-base-mmarcoFR)                                                                               | 438MB |        29.68 |    46.13 |       80.45 |       87.90 |       93.15 |        96.60 |
+|  5 | [crossencoder-distilcamembert-base-mmarcoFR](https://huggingface.co/antoinelouis/crossencoder-distilcamembert-base-mmarcoFR)                                                           | 272MB |        27.28 |    43.71 |       80.30 |       89.10 |       95.55 |        98.60 |
+|  6 | [crossencoder-electra-base-french-europeana-cased-discriminator-mmarcoFR](https://huggingface.co/antoinelouis/crossencoder-electra-base-french-europeana-cased-discriminator-mmarcoFR) | 443MB |        28.32 |    45.28 |       79.22 |       87.15 |       93.15 |        95.75 |
+|  7 | **crossencoder-mMiniLMv2-L6-H384-distilled-from-XLMR-Large-mmarcoFR**                                                                                                                  | 428MB |        33.92 |    49.33 |       79.00 |       88.35 |       94.80 |        98.20 |
 
 ## Training
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