Clinical Event Extraction and Temporal Alignment on Sub-cohort 2 (Annotator 3 Comparison)
100Presence AccuracyHEVA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HEVAEvent Category=P. lg. cancer episode2026.04 | 100 | 93.75 | 12.5 | 56.25 | 65.62 | |
| HEVAEvent Category=Lg. cancer disease2026.04 | 100 | — | 20 | 80 | 66.67 | |
| HEVAEvent Category=EGFR mutation2026.04 | 90 | — | 60 | 60 | 70 | |
| HEVAEvent Category=TKI targeted th.2026.04 | 65.22 | 65.22 | 17.39 | 39.13 | 46.74 | |
| HEVAEvent Category=ALK mutation2026.04 | 50 | — | 0 | 0 | 16.67 | |
| HEVAEvent Category=S. cancer episode2026.04 | 42.55 | 42.55 | 8.51 | 36.17 | 32.45 |