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MMOCR
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Collections:
- Name: SDMGR
  Metadata:
    Training Data: KIEDataset
    Training Techniques:
      - Adam
    Training Resources: 1x GeForce GTX 1080 Ti
    Architecture:
      - UNet
      - SDMGRHead
  Paper:
    URL: https://arxiv.org/abs/2103.14470.pdf
    Title: 'Spatial Dual-Modality Graph Reasoning for Key Information Extraction'
  README: configs/kie/sdmgr/README.md

Models:
  - Name: sdmgr_unet16_60e_wildreceipt
    In Collection: SDMGR
    Config: configs/kie/sdmgr/sdmgr_unet16_60e_wildreceipt.py
    Metadata:
      Training Data: wildreceipt
    Results:
      - Task: Key Information Extraction
        Dataset: wildreceipt
        Metrics:
          macro_f1: 0.876
    Weights: https://download.openmmlab.com/mmocr/kie/sdmgr/sdmgr_unet16_60e_wildreceipt_20210405-16a47642.pth

  - Name: sdmgr_novisual_60e_wildreceipt
    In Collection: SDMGR
    Config: configs/kie/sdmgr/sdmgr_novisual_60e_wildreceipt.py
    Metadata:
      Training Data: wildreceipt
    Results:
      - Task: Key Information Extraction
        Dataset: wildreceipt
        Metrics:
          macro_f1: 0.864
    Weights: https://download.openmmlab.com/mmocr/kie/sdmgr/sdmgr_novisual_60e_wildreceipt_20210405-07bc26ad.pth