HealthCareMagic
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Membership Inference Attack | HealthcareMagic | AUC94.2 | 36 | |
| External Data Extraction Attack | HealthcareMagic-101 | RR45.3 | 24 | |
| Data Extraction Attack | HealthcareMagic-101 | RR100 | 24 | |
| Targeted Attack | HealthcareMagic-101 | LC1,284 | 18 | |
| Untargeted data extraction attack | HealthcareMagic-101 | LC1,714 | 18 | |
| Privacy Leakage and Utility Assessment | HealthCareMagic | Context Retrieval Score750 | 10 | |
| Summarization | HealthCareMagic (test) | ROUGE-147.24 | 5 | |
| Medical Dialogue Summarization | HealthcareMagic | Strict ASR100 | 2 |
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