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radgraphIT
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Radgraph-IT

Feature Extraction
Transformers
Safetensors
Italian
radgraph_it
radiology
information-extraction
named-entity-recognition
relation-extraction
medical
radgraph
custom_code
Model card Files
xet
 Community
Radgraph-IT
File size: 2,930 Bytes
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{
  "training_ner_perclass/Anatomy::definitely present": 0.9426991571539427,
  "training_ner_perclass/Observation::definitely present": 0.8817818462303422,
  "training_ner_perclass/Observation::definitely absent": 0.9103946033917495,
  "training_ner_perclass/Observation::uncertain": 0.7692726777444838,
  "training_ner_perclass/Anatomy::definitely absent": 0.23170731707317074,
  "training_ner_perclass/Anatomy::uncertain": 0.0,
  "training_ner_macro_f1": 0.6226426002656148,
  "training_radgraph-it__ner_precision": 0.9064632963857254,
  "training_radgraph-it__ner_recall": 0.9133660284102338,
  "training_radgraph-it__ner_f1": 0.9099015711402576,
  "training_MEAN__ner_precision": 0.9064632963857254,
  "training_MEAN__ner_recall": 0.9133660284102338,
  "training_MEAN__ner_f1": 0.9099015711402576,
  "training_relation_perclass/modify": 0.8131500323411945,
  "training_relation_perclass/located_at": 0.8162794753056518,
  "training_relation_perclass/suggestive_of": 0.7143992230952592,
  "training_relation_macro_f1": 0.7812762435807018,
  "training_radgraph-it__relation_precision": 0.8429081423413853,
  "training_radgraph-it__relation_recall": 0.780637087032863,
  "training_radgraph-it__relation_f1": 0.8105784119451618,
  "training_MEAN__relation_precision": 0.8429081423413853,
  "training_MEAN__relation_recall": 0.780637087032863,
  "training_MEAN__relation_f1": 0.8105784119451618,
  "training_loss": 71.19069803560308,
  "validation_ner_perclass/Anatomy::definitely present": 0.8997013116315311,
  "validation_ner_perclass/Observation::definitely present": 0.8152192654750272,
  "validation_ner_perclass/Observation::definitely absent": 0.8775681341719078,
  "validation_ner_perclass/Observation::uncertain": 0.6886446886446886,
  "validation_ner_perclass/Anatomy::definitely absent": 0.21052631578947367,
  "validation_ner_perclass/Anatomy::uncertain": 0.0,
  "validation_ner_macro_f1": 0.5819432859521048,
  "validation_radgraph-it__ner_precision": 0.848412096706259,
  "validation_radgraph-it__ner_recall": 0.868157917420912,
  "validation_radgraph-it__ner_f1": 0.8581714383094751,
  "validation_MEAN__ner_precision": 0.848412096706259,
  "validation_MEAN__ner_recall": 0.868157917420912,
  "validation_MEAN__ner_f1": 0.8581714383094751,
  "validation_relation_perclass/modify": 0.6938028414538483,
  "validation_relation_perclass/located_at": 0.7035013880182681,
  "validation_relation_perclass/suggestive_of": 0.5048543689320388,
  "validation_relation_macro_f1": 0.6340528661347183,
  "validation_radgraph-it__relation_precision": 0.6998282770463652,
  "validation_radgraph-it__relation_recall": 0.6799021243465688,
  "validation_radgraph-it__relation_f1": 0.6897213133250593,
  "validation_MEAN__relation_precision": 0.6998282770463652,
  "validation_MEAN__relation_recall": 0.6799021243465688,
  "validation_MEAN__relation_f1": 0.6897213133250593,
  "validation_loss": 153.25496798013253,
  "best_epoch": 8
}