Update README.md

README.md

@@ -17,13 +17,14 @@ should probably proofread and complete it, then remove this comment. -->
 
 # slurp-slot_baseline-xlm_r-en
 
-This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on an unknown dataset.
-It achieves the following results on the evaluation set:
+This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the SLURP dataset.
+
+It achieves the following results on the test set:
 - Loss: 0.3263
-- Precision: 0.8145
-- Recall: 0.8641
-- F1: 0.8386
-- Accuracy: 0.9341
+- Precision: 0.7954
+- Recall: 0.8413
+- F1: 0.8177
+- Accuracy: 0.9268
 
 ## Model description
 
@@ -65,6 +66,64 @@ The following hyperparameters were used during training:
 | 0.0968        | 9.0   | 6480 | 0.3242          | 0.8147    | 0.8637 | 0.8385 | 0.9329   |
 | 0.0772        | 10.0  | 7200 | 0.3263          | 0.8145    | 0.8641 | 0.8386 | 0.9341   |
 
+## Test results per slot
+
+| slot | f1 | tc_size |
+|:----:|:--:|:-------:|
+| alarm_type | 0.4 | 4 |
+| app_name | 0.42857142857142855 | 10 |
+| artist_name | 0.8122605363984675 | 123 |
+| audiobook_author | 0.0 | 9 |
+| audiobook_name | 0.6021505376344087 | 43 |
+| business_name | 0.8530259365994236 | 184 |
+| business_type | 0.6666666666666667 | 41 |
+| change_amount | 0.6666666666666666 | 9 |
+| coffee_type | 0.5333333333333333 | 6 |
+| color_type | 0.8135593220338982 | 28 |
+| cooking_type | 0.8333333333333333 | 14 |
+| currency_name | 0.8611111111111112 | 70 |
+| date | 0.9034267912772587 | 623 |
+| definition_word | 0.88 | 97 |
+| device_type | 0.8053691275167785 | 71 |
+| drink_type | 0.0 | 2 |
+| email_address | 0.9599999999999999 | 38 |
+| email_folder | 0.9523809523809523 | 10 |
+| event_name | 0.7643504531722054 | 321 |
+| food_type | 0.7482014388489208 | 121 |
+| game_name | 0.7789473684210527 | 44 |
+| general_frequency | 0.5862068965517242 | 21 |
+| house_place | 0.8840579710144928 | 68 |
+| ingredient | 0.0 | 13 |
+| joke_type | 0.9411764705882353 | 17 |
+| list_name | 0.7979274611398963 | 91 |
+| meal_type | 0.782608695652174 | 18 |
+| media_type | 0.8596491228070176 | 173 |
+| movie_name | 0.0 | 3 |
+| movie_type | 0.5 | 3 |
+| music_album | 0.0 | 2 |
+| music_descriptor | 0.25 | 8 |
+| music_genre | 0.7244094488188977 | 58 |
+| news_topic | 0.5675675675675675 | 64 |
+| order_type | 0.7941176470588235 | 29 |
+| person | 0.9128094725511302 | 438 |
+| personal_info | 0.6666666666666666 | 16 |
+| place_name | 0.8725790010193679 | 493 |
+| player_setting | 0.5405405405405405 | 42 |
+| playlist_name | 0.5 | 27 |
+| podcast_descriptor | 0.4888888888888888 | 28 |
+| podcast_name | 0.5245901639344263 | 31 |
+| radio_name | 0.6504065040650406 | 53 |
+| relation | 0.8478260869565218 | 87 |
+| song_name | 0.7058823529411765 | 54 |
+| time | 0.7914893617021276 | 236 |
+| time_zone | 0.7804878048780488 | 23 |
+| timeofday | 0.8396946564885496 | 60 |
+| transport_agency | 0.8571428571428571 | 18 |
+| transport_descriptor | 0.0 | 2 |
+| transport_name | 0.4 | 7 |
+| transport_type | 0.9481481481481482 | 68 |
+| weather_descriptor | 0.789272030651341 | 123 |
+
 
 ### Framework versions