From 01cb9c64f9cf37705c6ceb1ac8d4ceb6bad225b5 Mon Sep 17 00:00:00 2001
From: "David S. Batista" <dsbatista@gmail.com>
Date: Thu, 6 Jun 2024 10:12:41 +0200
Subject: [PATCH] updating evaluations README.MD

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 evaluations/README.md | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/evaluations/README.md b/evaluations/README.md
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 # Evaluations
 
-| Dataset and Evaluation       | Evaluation Metrics |Colab | Python Script                                             |
-|------------------------------|--------------------|------|-----------------------------------------------------------|
-| RAG over ARAGOG dataset      | [ContextRelevance](https://docs.haystack.deepset.ai/docs/contextrelevanceevaluator) , [Faithfulness](https://docs.haystack.deepset.ai/docs/faithfulnessevaluator), [Semantic Answer Similarity](https://docs.haystack.deepset.ai/docs/sasevaluator)   |<a href="https://colab.research.google.com/github/deepset-ai/haystack-evaluation/blob/main/evaluations/evaluation_aragog.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> | [evaluation_aragog.py](evaluation_aragog.py)              |
-| RAG over SQuAD dataset       | [ContextRelevance](https://docs.haystack.deepset.ai/docs/contextrelevanceevaluator) , [Faithfulness](https://docs.haystack.deepset.ai/docs/faithfulnessevaluator), [Semantic Answer Similarity](https://docs.haystack.deepset.ai/docs/sasevaluator)   |<a href="https://colab.research.google.com/github/deepset-ai/haystack-evaluation/blob/main/evaluations/evaluation_aragog.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> | [evaluation_squad_rag.py](evaluation_squad_rag.py)        |
-| Extractive QA over SQuAD dataset | [Answer Exact Match](https://docs.haystack.deepset.ai/docs/answerexactmatchevaluator), [DocumentMRR](https://docs.haystack.deepset.ai/docs/documentmrrevaluator), [DocumentMAP](https://docs.haystack.deepset.ai/docs/documentmapevaluator), [DocumentRecall](https://docs.haystack.deepset.ai/docs/documentrecallevaluator), [Semantic Answer Similarity](https://docs.haystack.deepset.ai/docs/sasevaluator)   |<a href="https://colab.research.google.com/github/deepset-ai/haystack-evaluation/blob/main/evaluations/evaluation_aragog.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> | [evaluation_squad_extractive_qa.py](evaluation_squad_extractive_qa.py) |
+| Dataset       | Architecture | Evaluation Metrics | Colab                                                                                                                                                                                                                                          | Python Script                                             |
+|---------------|--------------|--------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------|
+| ARAGOG        | RAG          | [ContextRelevance](https://docs.haystack.deepset.ai/docs/contextrelevanceevaluator) , [Faithfulness](https://docs.haystack.deepset.ai/docs/faithfulnessevaluator), [Semantic Answer Similarity](https://docs.haystack.deepset.ai/docs/sasevaluator)   | <a href="https://colab.research.google.com/github/deepset-ai/haystack-evaluation/blob/main/evaluations/evaluation_aragog.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> | [evaluation_aragog.py](evaluation_aragog.py)              |
+| SQuAD         | RAG          | [ContextRelevance](https://docs.haystack.deepset.ai/docs/contextrelevanceevaluator) , [Faithfulness](https://docs.haystack.deepset.ai/docs/faithfulnessevaluator), [Semantic Answer Similarity](https://docs.haystack.deepset.ai/docs/sasevaluator)   | <a href="https://colab.research.google.com/github/deepset-ai/haystack-evaluation/blob/main/evaluations/evaluation_aragog.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> | [evaluation_squad_rag.py](evaluation_squad_rag.py)        |
+| Extractive QA | SQuAD        | [Answer Exact Match](https://docs.haystack.deepset.ai/docs/answerexactmatchevaluator), [DocumentMRR](https://docs.haystack.deepset.ai/docs/documentmrrevaluator), [DocumentMAP](https://docs.haystack.deepset.ai/docs/documentmapevaluator), [DocumentRecall](https://docs.haystack.deepset.ai/docs/documentrecallevaluator), [Semantic Answer Similarity](https://docs.haystack.deepset.ai/docs/sasevaluator)   | <a href="https://colab.research.google.com/github/deepset-ai/haystack-evaluation/blob/main/evaluations/evaluation_aragog.ipynb" target="_parent"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab"/></a> | [evaluation_squad_extractive_qa.py](evaluation_squad_extractive_qa.py) |