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Papers Benchmarks Datasets Tasks

EHRAgent dataset and benchmarks · SOTA2 Research

Research Datasets

EHRAgent

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

EHRAgent TREQS

71.78SR

30

EHRAgent eICU

57.93Success Rate (SR)

30

EHRAgent MIMIC-III

56.55SR

30

EHRAgent ALL

70.112Weighted Average ASR

24

Healthcare Record Management

EHRAgent

74.8Accuracy (ACC)

24

Data Extraction Attack

EHRAgent

83Equality (EQ)

20

Data Extraction Attack on Agent Memory

EhrAgent (test)

82Equality (EQ)

12

Internal memory extraction attack detection

EHRAgent

1AUROC

12

Prompt injection attack

EHRAgent

100ASR

4

Popular tasks

Jailbreaking Healthcare Record Management Internal memory extraction attack detection Prompt Injection Attack Data Extraction Attack on Agent Memory

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