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Zendelo / calc_ndcg.py
Last active August 22, 2024 14:04
Script to calculate nDCG scores between a TREC format run file and a Qrels file
import argparse
import pandas as pd
import numpy as np
TREC_RES_COLUMNS = ['qid', 'iteration', 'docNo', 'rank', 'docScore', 'method']
TREC_QREL_COLUMNS = ['qid', 'iteration', 'docNo', 'rel']
parser = argparse.ArgumentParser(description='Calculates NDCG@k')
parser.add_argument('qrels_file', type=str, help='path to a qrels file')