Clinical Summarization on MIMIC-IV
21.62ROUGE-LAgenticSum
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AgenticSum2026.02 | 21.62 | 18.37 | 12.61 | 84.5 | |
| ConTextual2026.02 | 11.04 | 12.63 | 4.65 | 81.37 | |
| Llama-3.2-3B2026.02 | 10.65 | 15.54 | 7.17 | 81.9 | |
| Mistral-7B2026.02 | 9.87 | 4.43 | 2.09 | 80.71 | |
| Gemma3-1B2026.02 | 9.85 | 7.89 | 3.2 | 79.78 | |
| BioBART2026.02 | 8 | 6.88 | 2.05 | 78.1 | |
| T5-Large2026.02 | 7.96 | 4.95 | 1.41 | 79.84 | |
| MedAlpaca-7B2026.02 | 7.87 | 12.29 | 5.63 | 76.18 | |
| Flan-T52026.02 | 7.82 | 4.51 | 2.2 | 78.64 |