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PyTerrier MSMARCO Document Ranking Task Leaderboard Runs

This repository contains notebooks to reproduce run submissions made to the MSMARCO Document Ranking Task Leaderboard using PyTerrier.

Submissions

  1. uogTrBaseDPH - DPH applied on a basic index. Open In Colab

  2. uogTrBaseDPHQ - DPH applied on a basic index, applying Bo1 DFR query expansion. Open In Colab

Performances

Performances obtained from the MSMARCO Document Ranking task Test Set Leaderboard.

Run Name MRR@100
uogTrBaseDPH 0.2298
uogTrBaseDPHQ 0.2186

Reproducibility

In the spirit of demonstrating and recording reproducibility, if you have been able to reproduce a notebook, please submit a Pull Request for this repository, noting your name on this page.

Credits

Craig Macdonald, University of Glasgow