Medical Diagnosis on COVID19-CT
83F1 ScoreSH-PEFT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SH-PEFT2024.05 | 83 | 83.3 | |
| SH-PEFTType=selective2024.05 | 83 | — | |
| LoRaType=additive2024.05 | 82.4 | — | |
| FT-AttType=selective2024.05 | 81.6 | — | |
| ResGANet2024.05 | 81 | 80 | |
| SPT-LoRaType=selective + additive2024.05 | 80.2 | — | |
| BitFitType=selective2024.05 | 80 | — | |
| SSFType=additive2024.05 | 79.5 | — | |
| VPT-ShallowType=prompt tuning2024.05 | 78.8 | — | |
| Adapter-parType=additive2024.05 | 78.6 | — | |
| VPT-DeepType=prompt tuning2024.05 | 78.2 | — | |
| Linear ProbType=selective2024.05 | 76.4 | — | |
| SKNet2024.05 | 76 | 77 | |
| FT-LNType=selective2024.05 | 75.5 | — | |
| ECAN2024.05 | 74 | 75 | |
| Full FinetuneType=selective2024.05 | 73.5 | — |