Medical Diagnosis Classification on Chaoyang
81.9F1 ScoreLoRa
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LoRaType=additive2024.05 | 81.9 | — | |
| SPT-LoRaType=selective + additive2024.05 | 81.8 | — | |
| FT-AttType=selective2024.05 | 81.1 | — | |
| SH-PEFTType=selective2024.05 | 80.6 | — | |
| SH-PEFT2024.05 | 80.6 | 84.8 | |
| Full FinetuneType=selective2024.05 | 80.2 | — | |
| BitFitType=selective2024.05 | 79.1 | — | |
| SSFType=additive2024.05 | 78.8 | — | |
| NSHE2024.05 | 76.5 | 83.4 | |
| Adapter-parType=additive2024.05 | 75.5 | — | |
| VPT-ShallowType=prompt tuning2024.05 | 74.2 | — | |
| FT-LNType=selective2024.05 | 74.2 | — | |
| VPT-DeepType=prompt tuning2024.05 | 70.4 | — | |
| Linear ProbType=selective2024.05 | 68.3 | — | |
| GSB2024.05 | — | 82.5 | |
| PVB+L2024.05 | — | 84.3 |