Medical Diagnosis Classification on CXT3
81F1 ScoreSH-PEFT
Evaluation Results
| Method | Links | |
|---|---|---|
| SH-PEFTType=selective2024.05 | 81 | |
| VPT-ShallowType=prompt tuning2024.05 | 80.3 | |
| Linear ProbType=selective2024.05 | 79.6 | |
| FT-AttType=selective2024.05 | 79.4 | |
| SSFType=additive2024.05 | 78.5 | |
| LoRaType=additive2024.05 | 78 | |
| VPT-DeepType=prompt tuning2024.05 | 78 | |
| Adapter-parType=additive2024.05 | 77.7 | |
| SPT-LoRaType=selective + additive2024.05 | 77.3 | |
| FT-LNType=selective2024.05 | 76.4 | |
| Full FinetuneType=selective2024.05 | 76.3 | |
| BitFitType=selective2024.05 | 73.6 |