Patient Eligibility Classification on N2C2 Track 1 2018
92.2AccuracyMAKAR
Evaluation Results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MAKARBackbone=GPT-4o, Criterion=Average2024.11 | 92.2 | 85.4 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Wornow et al.Approach=two-stage retrieval-based zero-shot matching, Criterion=Average2024.11 | 88.4 | 80.2 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| Beattie et al.Approach=chain-of-thought (CoT), Criterion=Average2024.11 | 88.4 | 78.7 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| TrialGPTCriterion=Average2024.11 | 84.2 | 75.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | — |