ICU Transfer Prediction on MIMIC-III
32.42MI (x10^3)DeepSets
Evaluation results
| Method | Links | |
|---|---|---|
| DeepSetsPooling=mean ⊕ max pool2026.06 | 32.42 | |
| Deep MLP Bag-of-CodesImplementation=EmbeddingBag2026.06 | 29.89 | |
| Set TransformerMode=single-logit2026.06 | 29.64 | |
| Star-GAT2026.06 | 29.28 | |
| FusedLogits LR2026.06 | 28.19 | |
| Factorization MachineMetric=FM score2026.06 | 27.58 | |
| Complement Naive Bayes2026.06 | 27.53 | |
| Deep and Cross NetworkAcronym=DCN2026.06 | 27.2 | |
| MLCI2026.06 | 26.42 | |
| Pure MIL Attention Pooling2026.06 | 26.14 | |
| Gradient Boosted TreesEvaluation=Score/Logit2026.06 | 24.55 | |
| Multinomial Naive Bayes2026.06 | 22.29 | |
| kNN2026.06 | 20.65 | |
| CCI+ECIMode=scalar2026.06 | 16.52 | |
| ElixhauserAcronym=ECI2026.06 | 14.72 | |
| CharlsonAcronym=CCI2026.06 | 14.6 |