Update README.md

README.md

@@ -30,10 +30,20 @@ This is a copy of the [Cochrane](https://huggingface.co/datasets/allenai/mslr202
 - __query__: The `target` field of each example
 - __corpus__: The union of all documents in the `train`, `validation` and `test` splits. A document is the concatenation of the `title` and `abstract`.
 - __retriever__: [`facebook/contriever-msmarco`](https://huggingface.co/facebook/contriever-msmarco) via [PyTerrier](https://pyterrier.readthedocs.io/en/latest/) with default settings
-- __top-k strategy__: `"mean"`, i.e. the number of documents retrieved, `k`, is set as the mean number of documents seen across examples in this dataset
+- __top-k strategy__: `"max"`, i.e. the number of documents retrieved, `k`, is set as the maximum number of documents seen across examples in this dataset, in this case `k==9`
+
+Retrieval results on the `train` set:
+
+| Recall@100 | Rprec | Precision@k | Recall@k |
+| ----------- | ----------- | ----------- | ----------- |
+| 0.7790 | 0.4487 | 0.3438 | 0.4800 |
 
 Retrieval results on the `validation` set:
 
-|ndcg | recall@100 | recall@1000 | Rprec |
+| Recall@100 | Rprec | Precision@k | Recall@k |
 | ----------- | ----------- | ----------- | ----------- |
-| 0.675      | 0.7856      | 0.9358      | 0.4427      |
+| 0.7856 | 0.4424 | 0.3534 | 0.4913 |
+
+Retrieval results on the `test` set:
+
+N/A. Test set is blind so we do not have any queries.