Initial commit + new eval table

README.md

@@ -329,13 +329,13 @@ This is a fine-tuned [sentence-transformers](https://www.SBERT.net) model: It ma
 This model aims to be very strong on Financial Document Retrieval Tasks, while trying to maintain as much generalized performance as possible.
 
 
-|                   | FiQA  | SciFact | AmazonReviews | OnlineBankingIntent |
-|-------------------|-------|---------|---------------|---------------------|
-| fin-mpnet-base    | 79.91 | 65.40   | 29.12         | 80.25               |
-| all-mpnet-base-v2 | 49.96 | 65.57   | 31.92         | 81.86               |
-| previous SoTA     | 56.59 |         |               |                     |
+|                   | FiQA  | SciFact | AmazonReviews | OnlineBankingIntent | ArguAna |
+|-------------------|-------|---------|---------------|---------------------|---------|
+| fin-mpnet-base    | 79.91 | 65.40   | 29.12         | 80.25               | 49.11   |
+| all-mpnet-base-v2 | 49.96 | 65.57   | 31.92         | 81.86               | 46.52   |
+| previous SoTA     | 56.59 |   -     |   -           |   -                 |   -     |
 
-v0.1 shows SoTA results on FiQA Test set while other non-financial benchmarks only drop a few small %.
+v0.1 shows SoTA results on FiQA Test set while other non-financial benchmarks only drop a few small % and improvement in others.
 
 
 ## Usage (Sentence-Transformers)