ICU Transfer Prediction on MIMIC-IV
19.24MI (x10^2)DeepSets
Evaluation results
| Method | Links | |
|---|---|---|
| DeepSetsPooling=mean ⊕ max pool2026.06 | 19.24 | |
| MLCI2026.06 | 19.01 | |
| Star-GAT2026.06 | 18.89 | |
| Pure MIL Attention Pooling2026.06 | 18.71 | |
| Set TransformerMode=single-logit2026.06 | 18.59 | |
| Deep MLP Bag-of-CodesImplementation=EmbeddingBag2026.06 | 18.45 | |
| Deep and Cross NetworkAcronym=DCN2026.06 | 18.33 | |
| Gradient Boosted TreesEvaluation=Score/Logit2026.06 | 17.67 | |
| FusedLogits LR2026.06 | 17.6 | |
| Factorization MachineMetric=FM score2026.06 | 16.99 | |
| Multinomial Naive Bayes2026.06 | 13.37 | |
| Complement Naive Bayes2026.06 | 13.26 | |
| kNN2026.06 | 13.06 | |
| CCI+ECIMode=scalar2026.06 | 4.86 | |
| ElixhauserAcronym=ECI2026.06 | 3.85 | |
| CharlsonAcronym=CCI2026.06 | 1.99 |