update eval results

README.md

@@ -33,7 +33,7 @@ It was initialized from the [HerBERT-base](https://huggingface.co/allegro/herber
 
 | **Model**           | **Average [Acc]** | **Average [NDCG]** | [**PolQA**](https://huggingface.co/datasets/ipipan/polqa) **[Acc]** | [**PolQA**](https://huggingface.co/datasets/ipipan/polqa) **[NDCG]** | [**Allegro FAQ**](https://huggingface.co/datasets/piotr-rybak/allegro-faq) **[Acc]** | [**Allegro FAQ**](https://huggingface.co/datasets/piotr-rybak/allegro-faq) **[NDCG]** | [**Legal Questions**](https://huggingface.co/datasets/piotr-rybak/legal-questions) **[Acc]** | [**Legal Questions**](https://huggingface.co/datasets/piotr-rybak/legal-questions) **[NDCG]** |
 |--------------------:|------------:|-------------:|------------:|-------------:|------------:|-------------:|------------:|-------------:|
-| BM25                | 74.87       | 51.81        | 61.35       | 24.51        | 66.89       | 48.71        | **96.38**   | **82.21**    |
+| BM25                | 74.87       | 51.81        | 61.35       | 24.51        | 66.89       | 48.71        | 96.38   | **82.21**    |
 | BM25 (lemma)        | 80.46       | 55.44        | 71.49       | 31.97        | 75.33       | 55.70        | 94.57       | 78.65        |
 | [MiniLM-L12-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2)       | 62.62       | 39.21        | 37.24       | 11.93        | 71.67       | 51.25        | 78.97       | 54.44        |
 | [LaBSE](https://huggingface.co/sentence-transformers/LaBSE)               | 64.89       | 39.47        | 46.23       | 15.53        | 67.11       | 46.71        | 81.34       | 56.16        |
@@ -42,7 +42,8 @@ It was initialized from the [HerBERT-base](https://huggingface.co/allegro/herber
 | [ST-DistilRoBERTa](https://huggingface.co/sdadas/st-polish-paraphrase-from-distilroberta)    | 73.78       | 48.29        | 48.43       | 16.73        | 84.89       | 64.39        | 88.02       | 63.76        |
 | [ST-MPNet](https://huggingface.co/sdadas/st-polish-paraphrase-from-mpnet)          | 76.66       | 49.99        | 56.80       | 21.55        | 86.00       | 65.44        | 87.19       | 62.99        |
 | [HerBERT-QA](https://huggingface.co/ipipan/herbert-base-qa-v1)          | 84.23       | 54.36        | 75.84       | 32.52        | 85.78       | 63.58        | 91.09       | 66.99        |
-| [**Silver Retriever v1**](https://huggingface.co/ipipan/silver-retriever-base-v1) | **92.45**   | **66.72**    | **87.24**   | 43.40        | **94.56**   | **79.66**    | 95.54       | 77.10        |
+| [Silver Retriever v1](https://huggingface.co/ipipan/silver-retriever-base-v1) | 92.45   | 66.72    | 87.24   | 43.40        | **94.56**   | 79.66    | 95.54       | 77.10        |
+| [Silver Retriever v1.1](https://huggingface.co/ipipan/silver-retriever-base-v1.1) | **93.18**   | **67.55**    | **88.60**   | 44.88        | 94.00   | **79.83**    | **96.94**       | 77.95        |
 
 Legend:
 - **Acc** is the Accuracy at 10