Medical Diagnosis Classification on OCT
96.3F1 Score (%)LoRa
Evaluation Results
| Method | Links | |
|---|---|---|
| LoRaType=additive2024.05 | 96.3 | |
| SPT-LoRaType=selective + additive2024.05 | 96 | |
| FT-AttType=selective2024.05 | 95.8 | |
| SH-PEFTType=selective2024.05 | 95.6 | |
| Full FinetuneType=selective2024.05 | 94.2 | |
| BitFitType=selective2024.05 | 93.3 | |
| Adapter-parType=additive2024.05 | 93.2 | |
| SSFType=additive2024.05 | 92.2 | |
| VPT-ShallowType=prompt tuning2024.05 | 90 | |
| FT-LNType=selective2024.05 | 87.2 | |
| VPT-DeepType=prompt tuning2024.05 | 82.3 | |
| Linear ProbType=selective2024.05 | 81.9 |