Medical Diagnosis Classification on BUSI
90.5F1 ScoreSH-PEFT
Evaluation Results
| Method | Links | |
|---|---|---|
| SH-PEFTType=selective2024.05 | 90.5 | |
| SPT-LoRaType=selective + additive2024.05 | 90.2 | |
| SSFType=additive2024.05 | 89.8 | |
| FT-AttType=selective2024.05 | 88.8 | |
| LoRaType=additive2024.05 | 87.8 | |
| BitFitType=selective2024.05 | 86.1 | |
| Adapter-parType=additive2024.05 | 84.1 | |
| Full FinetuneType=selective2024.05 | 82.5 | |
| VPT-ShallowType=prompt tuning2024.05 | 81.6 | |
| FT-LNType=selective2024.05 | 79.6 | |
| Linear ProbType=selective2024.05 | 76 | |
| VPT-DeepType=prompt tuning2024.05 | 75.1 |