Add evaluation results on conll2003 dataset
Browse filesBeep boop, I am a bot from Hugging Face's automatic model evaluator 👋!\
Your model has been evaluated on the [conll2003](https://huggingface.co/datasets/conll2003) dataset by
@douwekiela
, using the predictions stored [here](https://huggingface.co/datasets/autoevaluate/autoeval-staging-eval-project-29af5371-7254762).\
Accept this pull request to see the results displayed on the [Hub leaderboard](https://huggingface.co/spaces/autoevaluate/leaderboards?dataset=conll2003).\
Evaluate your model on more datasets [here](https://huggingface.co/spaces/autoevaluate/model-evaluator?dataset=conll2003).
README.md
CHANGED
@@ -3,6 +3,38 @@ language: en
|
|
3 |
license: apache-2.0
|
4 |
datasets:
|
5 |
- conll2003
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
6 |
---
|
7 |
|
8 |
[DistilBERT base uncased](https://huggingface.co/distilbert-base-uncased), fine-tuned for NER using the [conll03 english dataset](https://huggingface.co/datasets/conll2003). Note that this model is **not** sensitive to capital letters — "english" is the same as "English". For the case sensitive version, please use [elastic/distilbert-base-cased-finetuned-conll03-english](https://huggingface.co/elastic/distilbert-base-cased-finetuned-conll03-english).
|
|
|
3 |
license: apache-2.0
|
4 |
datasets:
|
5 |
- conll2003
|
6 |
+
model-index:
|
7 |
+
- name: elastic/distilbert-base-uncased-finetuned-conll03-english
|
8 |
+
results:
|
9 |
+
- task:
|
10 |
+
type: token-classification
|
11 |
+
name: Token Classification
|
12 |
+
dataset:
|
13 |
+
name: conll2003
|
14 |
+
type: conll2003
|
15 |
+
config: conll2003
|
16 |
+
split: validation
|
17 |
+
metrics:
|
18 |
+
- name: Accuracy
|
19 |
+
type: accuracy
|
20 |
+
value: 0.9854480753649896
|
21 |
+
verified: true
|
22 |
+
- name: Precision
|
23 |
+
type: precision
|
24 |
+
value: 0.9880928983228512
|
25 |
+
verified: true
|
26 |
+
- name: Recall
|
27 |
+
type: recall
|
28 |
+
value: 0.9895677847945542
|
29 |
+
verified: true
|
30 |
+
- name: F1
|
31 |
+
type: f1
|
32 |
+
value: 0.9888297915932504
|
33 |
+
verified: true
|
34 |
+
- name: loss
|
35 |
+
type: loss
|
36 |
+
value: 0.06707527488470078
|
37 |
+
verified: true
|
38 |
---
|
39 |
|
40 |
[DistilBERT base uncased](https://huggingface.co/distilbert-base-uncased), fine-tuned for NER using the [conll03 english dataset](https://huggingface.co/datasets/conll2003). Note that this model is **not** sensitive to capital letters — "english" is the same as "English". For the case sensitive version, please use [elastic/distilbert-base-cased-finetuned-conll03-english](https://huggingface.co/elastic/distilbert-base-cased-finetuned-conll03-english).
|