Automatic Impression Generation on MIMIC-CXR (test)
25Winsanatomy-enhanced multimodal model (BASE+AP+DCA)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| anatomy-enhanced multimodal model (BASE+AP+DCA)Comparison Target=BASE, Evaluation Criterion=Accuracy (Acc.)2022.10 | 25 | 58 | 17 | |
| anatomy-enhanced multimodal model (BASE+AP+DCA)Comparison Target=BASE, Evaluation Criterion=Completeness (COMP.)2022.10 | 13 | 80 | 7 | |
| anatomy-enhanced multimodal model (BASE+AP+DCA)Comparison Target=Reference Impressions, Evaluation Criterion=Accuracy (Acc.)2022.10 | 12 | 70 | 18 | |
| anatomy-enhanced multimodal model (BASE+AP+DCA)Comparison Target=BASE, Evaluation Criterion=Readability (READ.)2022.10 | 8 | 88 | 4 | |
| anatomy-enhanced multimodal model (BASE+AP+DCA)Comparison Target=Reference Impressions, Evaluation Criterion=Completeness (COMP.)2022.10 | 5 | 85 | 10 | |
| anatomy-enhanced multimodal model (BASE+AP+DCA)Comparison Target=Reference Impressions, Evaluation Criterion=Readability (READ.)2022.10 | 4 | 77 | 9 |