Mortality Prediction on MIMIC-III v1.4 (test)
78.1AccuracyI2M2
Evaluation results
| Method | Links | |
|---|---|---|
| I2M2Static modality (S)=true, Time-series modality (T)=true, Intra-modality modeling=true, Inter-modality modeling=true2024.05 | 78.1 | |
| Inter-modality modelingStatic modality (S)=false, Time-series modality (T)=false, Intra-modality modeling=false, Inter-modality modeling=true2024.05 | 77.86 | |
| Intra-modality modelingStatic modality (S)=true, Time-series modality (T)=true, Intra-modality modeling=true, Inter-modality modeling=false2024.05 | 77.65 | |
| Uni-modal (Time-series)Static modality (S)=false, Time-series modality (T)=true, Intra-modality modeling=true, Inter-modality modeling=false2024.05 | 77.04 | |
| Uni-modal (Static)Static modality (S)=true, Time-series modality (T)=false, Intra-modality modeling=true, Inter-modality modeling=false2024.05 | 76.32 |