---
license: mit
base_model:
- microsoft/layoutlmv3-base
pipeline_tag: token-classification

model-index:
- name: chart-text-role-classification-model
  results:
  - task:
      type: token-classification
      name: Token Classification
    dataset:
      type: nassimb0u/ICPR2022
      name: ICPR 2022 - CHART Competition
      split: test
      revision: v2.1
    metrics:
      - type: loss
        value: 0.28128325939178467
      - type: precision
        value: 0.8364052418790342
      - type: recall
        value: 0.7964048012355567
      - type: f1_micro
        value: 0.9360981119896723
      - type: f1_macro
        value: 0.8138572428499186
      - type: accuracy
        value: 0.9554555293191657
  - task:
      type: token-classification
      name: Token Classification
    dataset:
      type: nassimb0u/EconBiz
      name: EconBiz
      split: all
    metrics:
      - type: loss
        value: 1.2894662618637085
      - type: precision
        value: 0.4885994313956161
      - type: recall
        value: 0.49615869051982964
      - type: f1_micro
        value: 0.65578231292517
      - type: f1_macro
        value: 0.48546080598888486
      - type: accuracy
        value: 0.8126838836220988
  - task:
      type: token-classification
      name: Token Classification
    dataset:
      type: nassimb0u/CHIME-R
      name: CHIME-R
      split: all
    metrics:
      - type: loss
        value: 1.4232428073883057
      - type: precision
        value: 0.6419391957364341
      - type: recall
        value: 0.6523209613757527
      - type: f1_micro
        value: 0.7661691542288557
      - type: f1_macro
        value: 0.6354850847360843
      - type: accuracy
        value: 0.8897290485192186
---