File size: 1,146 Bytes
191b56a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
e4fb2f6
191b56a
 
e4fb2f6
191b56a
 
e4fb2f6
191b56a
 
e4fb2f6
191b56a
 
 
 
 
 
 
 
 
e4fb2f6
 
 
 
 
191b56a
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
---
tags:
- generated_from_trainer
datasets:
- nielsr/funsd-layoutlmv3
metrics:
- precision
- recall
- f1
- accuracy
model-index:
- name: layoutlmv3-finetuned-funsd
  results:
  - task:
      name: Token Classification
      type: token-classification
    dataset:
      name: nielsr/funsd-layoutlmv3
      type: nielsr/funsd-layoutlmv3
      args: funsd
    metrics:
    - name: Precision
      type: precision
      value: 0.918177	
    - name: Recall
      type: recall
      value: 0.930949
    - name: F1
      type: f1
      value: 0.924519
    - name: Accuracy
      type: accuracy
      value: 0.859979
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# layoutlmv3-finetuned-funsd

This model is a fine-tuned version of [microsoft/layoutlmv3-base](https://huggingface.co/microsoft/layoutlmv3-base) on the nielsr/funsd-layoutlmv3 dataset.
It achieves the following results on the evaluation set:
- Loss: 1.038318	
- Precision: 0.918177	
- Recall: 0.930949	
- F1: 0.924519
- Accuracy: 0.859979