Metrics available

🍻 Metrics Available

We evaluate our models using pytrec_eval and in future we can extend to include more retrieval-based metrics:

• NDCG (NDCG@k)
• MAP (MAP@k)
• Recall (Recall@k)
• Precision (P@k)

We also include custom-metrics now which can be used for evaluation, please refer here - evaluate_custom_metrics.py

• MRR (MRR@k)
• Capped Recall (R_cap@k)
• Hole (Hole@k): % of top-k docs retrieved unseen by annotators
• Top-K Accuracy (Accuracy@k): % of relevant docs present in top-k results