PH classification on ASPIRE (test)
89.43AccuracyPRS5
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PRS5Modality (SSL)=IT, Modality (FT)=IT2025.07 | 89.43 | 93.84 | |
| VIMEModality (SSL)=T, Modality (FT)=IT2025.07 | 88.97 | 93.56 | |
| TabAttention2DModality (SSL)=None, Modality (FT)=IT2025.07 | 88.89 | 93.59 | |
| PLRModality (SSL)=IT, Modality (FT)=IT2025.07 | 88.66 | 93.46 | |
| TIPModality (SSL)=IT, Modality (FT)=IT2025.07 | 88.58 | 93.39 | |
| DAFTModality (SSL)=None, Modality (FT)=IT2025.07 | 88.51 | 93.29 | |
| TabMixer2DModality (SSL)=None, Modality (FT)=IT2025.07 | 88.35 | 93.23 | |
| LRModality (SSL)=None, Modality (FT)=T2025.07 | 87.89 | 93.19 | |
| GBRModality (SSL)=None, Modality (FT)=T2025.07 | 87.89 | 93.13 | |
| MMCLModality (SSL)=IT, Modality (FT)=I2025.07 | 87.89 | 92.93 | |
| XGBModality (SSL)=None, Modality (FT)=T2025.07 | 87.36 | 92.77 | |
| RFModality (SSL)=None, Modality (FT)=T2025.07 | 87.13 | 92.69 | |
| SimCLRModality (SSL)=I, Modality (FT)=I2025.07 | 85.59 | 91.76 | |
| ResNet-50Modality (SSL)=None, Modality (FT)=I2025.07 | 84.83 | 91.55 | |
| DTModality (SSL)=None, Modality (FT)=T2025.07 | 81.23 | 88.74 |