Update README.md

README.md

@@ -1,45 +1,58 @@
----
-dataset_info:
-  features:
-  - name: tokens
-    sequence: string
-  - name: ner_tags
-    sequence:
-      class_label:
-        names:
-          '0': O
-          '1': B-PER
-          '2': I-PER
-          '3': B-ORG
-          '4': I-ORG
-          '5': B-LOC
-          '6': I-LOC
-          '7': B-TIME
-          '8': I-TIME
-          '9': B-TTL
-          '10': I-TTL
-  splits:
-  - name: train
-    num_bytes: 2138256
-    num_examples: 3465
-  download_size: 546138
-  dataset_size: 2138256
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-task_categories:
-- token-classification
-language:
-- am
-size_categories:
-- 1K<n<10K
----
+---
+dataset_info:
+  features:
+  - name: tokens
+    sequence: string
+  - name: ner_tags
+    sequence:
+      class_label:
+        names:
+          '0': O
+          '1': B-PER
+          '2': I-PER
+          '3': B-ORG
+          '4': I-ORG
+          '5': B-LOC
+          '6': I-LOC
+          '7': B-TIME
+          '8': I-TIME
+          '9': B-TTL
+          '10': I-TTL
+  splits:
+  - name: train
+    num_bytes: 2138256
+    num_examples: 3465
+  download_size: 546138
+  dataset_size: 2138256
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+task_categories:
+- token-classification
+language:
+- am
+size_categories:
+- 1K<n<10K
+---
 
 # Amharic Named Entity Recognition Dataset
 This dataset can be used to train models for Named Entity Recognition.
 
 ### Dataset Source 
 
-https://github.com/uhh-lt/ethiopicmodels/blob/master/am/data/NER/train.txt
+https://github.com/uhh-lt/ethiopicmodels/blob/master/am/data/NER/train.txt
+
+### Finetuned Models
+
+The following models were finetuned using this dataset. The reported precision, recall, and f1 metrics are macro averages.
+
+|Model|Size (# params)| Precision | Recall | F1 |
+| --- | ------------- | --------- |------- | -- |
+|bert-medium-amharic|40.5M|0.64|0.73|0.68|
+|bert-small-amharic|27.8M|0.64|0.72|0.68|
+|bert-mini-amharic|10.7M|0.60|0.67|0.64|
+|bert-tiny-amharic|4.18M|0.50|0.59|0.54|
+|xlm-roberta-base|279M|0.69|0.79|0.73|
+|am-roberta|443M|0.67|0.72|0.69|