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We detect the hallucinations and missing facts in reports generated by different methods.
| Methods | Year | Precision | Recall | F1 |
|---|---|---|---|---|
| R2Gen61 | 2020 | 71.8 | 82.0 | 76.6 |
| KGAE62 | 2021 | 70.5 | 79.8 | 74.9 |
| XProNet63 | 2022 | 73.6 | 84.7 | 78.8 |
| Med-MLLM | Ours | 79.1 | 88.3 | 83.4 |
Higher precision and recall indicate fewer hallucinations and missing facts, respectively. Therefore, higher is better for all metrics. All values are reported in percentage (%). The best results are in bold.
