Fix FiQa results

README.md

@@ -970,7 +970,7 @@ For this reason, we also report the results of ColBERT-small in the same setup w
 
 | Model                    | Average     | FiQA2018 | NFCorpus | TREC-COVID | Touche2020 | ArguAna | QuoraRetrieval | SCIDOCS | SciFact | NQ    | ClimateFEVER | HotpotQA | DBPedia | CQADupstack | FEVER | MSMARCO |
 |--------------------------|-------------|----------|----------|------------|------------|---------|----------------|---------|---------|-------|--------------|----------|---------|-------------|-------|---------|
-| GTE-ModernColBERT        | **54.89** | **48.51**    | 37.93    | 83.59      | **31.23**      | 48.51   | 86.61          | **19.06**   | **76.34**   | 61.8  | 30.62        | **77.32**    | **48.03**   | **41**          | 87.44 | **45.32**   |
+| GTE-ModernColBERT        | **54.67** | **45.28**    | 37.93    | 83.59      | **31.23**      | 48.51   | 86.61          | **19.06**   | **76.34**   | 61.8  | 30.62        | **77.32**    | **48.03**   | **41**          | 87.44 | **45.32**   |
 | ColBERT-small (reported) | 53.79 | 41.15    | 37.3     | **84.59**      | 25.69      | **50.09**   | 87.72          | 18.42   | 74.77   | 59.1  | **33.07**        | 76.11    | 45.58   | 38.75       | **90.96** | 43.5    |
 | JinaColBERT-v2           |             | 40.8     | 34.6     | 83.4       | 27.4       | 36.6    | **88.7**           | 18.6    | 67.8    | **64**    | 23.9         | 76.6     | 47.1    |             | 80.5  |         |
 | ColBERT-small (rerunned) | 53.35 | 41.01    | 36.86    | 83.14      | 24.95      | 46.76   | 87.89          | 18.72   | 74.02   | 59.42 | 32.83        | 76.88    | 46.36   | 39.36       | 88.66 | 43.44   |