| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Summarization | ACI-Bench | AlignScore72.5 | 19 | |
| Summarization | ACI-Bench | ROUGE-163.1 | 18 | |
| Summarization | ACI-Bench (test) | ROUGE-L F141 | 18 | |
| Abstractive Summarization | ACI-BENCH | BLEU0.12 | 11 | |
| Clinical generation | ACI-Bench | Composite Score40.99 | 10 | |
| Information Disclosure Analysis | ACI-Bench | Median TTF5.93 | 7 | |
| Note-2-Dial | Aci-Bench (test) | Jury Preference Rate97.5 | 5 | |
| Autonomous LLM Fine-tuning | ACI-Bench | Rouge-150.2 | 4 | |
| Note-to-Dialogue | Aci-Bench (test) | Jury Preference Rate90 | 2 | |
| Dialogue-2-Note | Aci-Bench (test) | Jury Preference Rate95 | 2 |