Medical Diagnosis Classification on LIUMC
72.7F1 ScoreSH-PEFT
Evaluation Results
| Method | Links | |
|---|---|---|
| SH-PEFTType=selective2024.05 | 72.7 | |
| BitFitType=selective2024.05 | 72.2 | |
| SSFType=additive2024.05 | 71.9 | |
| FT-AttType=selective2024.05 | 70.1 | |
| SPT-LoRaType=selective + additive2024.05 | 69.5 | |
| VPT-ShallowType=prompt tuning2024.05 | 69.3 | |
| Full FinetuneType=selective2024.05 | 69.1 | |
| FT-LNType=selective2024.05 | 68.1 | |
| LoRaType=additive2024.05 | 67.9 | |
| Adapter-parType=additive2024.05 | 67.4 | |
| VPT-DeepType=prompt tuning2024.05 | 64.2 | |
| Linear ProbType=selective2024.05 | 60.4 |