Run benchmarking with the supported models on BEIR MSMARCO · Issue #177 · deven96/ahnlich · GitHub
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Run benchmarking with the supported models on BEIR MSMARCO #177

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@HAKSOAT

We need to run benchmarking on the BEIR MSMARCO dataset, to have a better understanding of how the models are performing for retrieval tasks.

We can use the test split available on Hugging Face hub:

QRels
Corpus

Proposed metrics:

  • NDCG@10
  • Precision@10
  • Recall@100

Considering non-judged documents as non-relevant.

Activity

  1. HAKSOAT commented on Jan 17, 2025

    @HAKSOAT
    CollaboratorAuthor

    The InformationRetrievalEvaluator from SentenceTransformers can be helpful for this.

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