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--- |
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license: mit |
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base_model: |
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- microsoft/layoutlmv3-base |
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pipeline_tag: token-classification |
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model-index: |
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- name: chart-text-role-classification-model |
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results: |
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- task: |
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type: token-classification |
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name: Token Classification |
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dataset: |
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type: nassimb0u/ICPR2022 |
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name: ICPR 2022 - CHART Competition |
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split: test |
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revision: v2.1 |
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metrics: |
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- type: loss |
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value: 0.28128325939178467 |
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- type: precision |
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value: 0.8364052418790342 |
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- type: recall |
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value: 0.7964048012355567 |
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- type: f1_micro |
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value: 0.9360981119896723 |
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- type: f1_macro |
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value: 0.8138572428499186 |
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- type: accuracy |
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value: 0.9554555293191657 |
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- task: |
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type: token-classification |
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name: Token Classification |
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dataset: |
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type: nassimb0u/EconBiz |
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name: EconBiz |
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split: all |
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metrics: |
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- type: loss |
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value: 1.2894662618637085 |
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- type: precision |
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value: 0.4885994313956161 |
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- type: recall |
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value: 0.49615869051982964 |
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- type: f1_micro |
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value: 0.65578231292517 |
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- type: f1_macro |
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value: 0.48546080598888486 |
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- type: accuracy |
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value: 0.8126838836220988 |
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- task: |
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type: token-classification |
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name: Token Classification |
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dataset: |
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type: nassimb0u/CHIME-R |
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name: CHIME-R |
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split: all |
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metrics: |
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- type: loss |
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value: 1.4232428073883057 |
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- type: precision |
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value: 0.6419391957364341 |
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- type: recall |
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value: 0.6523209613757527 |
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- type: f1_micro |
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value: 0.7661691542288557 |
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- type: f1_macro |
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value: 0.6354850847360843 |
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- type: accuracy |
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value: 0.8897290485192186 |
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--- |
