metadata
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