Multi-label classification on MIMIC Notes IV (target)
73.63PrecisionTarget Model
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Target ModelPre-training Domain=Target, Evaluation Domain=Target, Role=Upper bound2026.04 | 73.63 | 57.91 | 62.12 | 76.66 | 65.78 | |
| KARITAPre-training Domain=Source, Evaluation Domain=Target, Adaptation Method=KARITA2026.04 | 64.14 | 62.13 | 60.15 | 63.95 | 52.12 | |
| SARPre-training Domain=Source, Evaluation Domain=Target, Adaptation Method=SAR2026.04 | 59.41 | 40.97 | 45.68 | 51.96 | 36.65 | |
| Source ModelPre-training Domain=Source, Evaluation Domain=Target, Adaptation=None2026.04 | 58.78 | 44.07 | 47.41 | 52.86 | 40.65 | |
| IFTPre-training Domain=Source, Evaluation Domain=Target, Adaptation Method=IFT2026.04 | 58.6 | 41.56 | 49.64 | 55.24 | 43.05 | |
| Self-LabelingPre-training Domain=Source, Evaluation Domain=Target, Adaptation Method=Self-Labeling2026.04 | 58.52 | 43.52 | 46.99 | 52.34 | 40.55 | |
| EATAPre-training Domain=Source, Evaluation Domain=Target, Adaptation Method=EATA2026.04 | 55.85 | 34.75 | 40.37 | 45.98 | 28.02 |