jfecunha commited on
Commit
1487c0e
·
1 Parent(s): 93dc589

update model card README.md

Browse files
Files changed (1) hide show
  1. README.md +24 -2
README.md CHANGED
@@ -13,6 +13,28 @@ should probably proofread and complete it, then remove this comment. -->
13
  # arquivo-layoutxml-model
14
 
15
  This model is a fine-tuned version of [microsoft/layoutxlm-base](https://huggingface.co/microsoft/layoutxlm-base) on an unknown dataset.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
16
 
17
  ## Model description
18
 
@@ -48,6 +70,6 @@ The following hyperparameters were used during training:
48
  ### Framework versions
49
 
50
  - Transformers 4.28.1
51
- - Pytorch 1.8.0+cu101
52
- - Datasets 2.11.0
53
  - Tokenizers 0.13.3
 
13
  # arquivo-layoutxml-model
14
 
15
  This model is a fine-tuned version of [microsoft/layoutxlm-base](https://huggingface.co/microsoft/layoutxlm-base) on an unknown dataset.
16
+ It achieves the following results on the evaluation set:
17
+ - Loss: 0.2997
18
+ - Ategory Precision: 0.8719
19
+ - Ategory Recall: 0.8491
20
+ - Ategory F1: 0.8603
21
+ - Ategory Number: 497
22
+ - Itle Precision: 0.8745
23
+ - Itle Recall: 0.8971
24
+ - Itle F1: 0.8857
25
+ - Itle Number: 2508
26
+ - One Precision: 0.8855
27
+ - One Recall: 0.8855
28
+ - One F1: 0.8855
29
+ - One Number: 2951
30
+ - Ubtitle Precision: 0.9494
31
+ - Ubtitle Recall: 0.9774
32
+ - Ubtitle F1: 0.9632
33
+ - Ubtitle Number: 23695
34
+ - Overall Precision: 0.9356
35
+ - Overall Recall: 0.9593
36
+ - Overall F1: 0.9473
37
+ - Overall Accuracy: 0.9629
38
 
39
  ## Model description
40
 
 
70
  ### Framework versions
71
 
72
  - Transformers 4.28.1
73
+ - Pytorch 2.0.0+cu118
74
+ - Datasets 2.12.0
75
  - Tokenizers 0.13.3