In-hospital mortality prediction on INSPECT
84.4AUCASAP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ASAPLabel Ratio=10%, Observation Window=1M, Backbone=3D ViT-B2026.05 | 84.4 | — | |
| ASAPLabel Ratio=100%, Observation Window=12M, Backbone=3D ViT-B2026.05 | 80.5 | — | |
| ASAPLabel Ratio=1%, Observation Window=1M, Backbone=3D ViT-B2026.05 | 79.6 | — | |
| MerlinLabel Ratio=1%, Observation Window=1M2026.05 | 78.7 | — | |
| HLIPLabel Ratio=1%, Observation Window=1M, Backbone=3D ViT-B2026.05 | 78.4 | — | |
| SimCroPLabel Ratio=1%, Observation Window=1M, Backbone=3D ViT-B2026.05 | 77.2 | — | |
| ASAPLabel Ratio=1%, Observation Window=6M, Backbone=3D ViT-B2026.05 | 76.4 | — | |
| ASAPLabel Ratio=1%, Observation Window=12M, Backbone=3D ViT-B2026.05 | 74.5 | — | |
| MAELabel Ratio=1%, Observation Window=1M, Backbone=3D ViT-B2026.05 | 73.7 | — | |
| PCRLv2Label Ratio=1%, Observation Window=1M, Backbone=3D ViT-B2026.05 | 72.9 | — | |
| Random initLabel Ratio=1%, Observation Window=1M, Backbone=3D ViT-B2026.05 | 64.7 | — | |
| Random initLabel Ratio=1%, Observation Window=12M, Backbone=3D ViT-B2026.05 | 56.1 | — | |
| Random initLabel Ratio=1%, Observation Window=6M, Backbone=3D ViT-B2026.05 | 54.4 | — | |
| ASAPLabel Ratio=1%, Backbone=3D ViT-B2026.05 | — | 74.4 | |
| ASAPLabel Ratio=100%, Backbone=3D ViT-B2026.05 | — | 80 | |
| HLIPLabel Ratio=1%, Backbone=3D ViT-B2026.05 | — | 72.6 | |
| MAELabel Ratio=1%, Backbone=3D ViT-B2026.05 | — | 67.9 | |
| MerlinLabel Ratio=1%2026.05 | — | 73 | |
| PCRLv2Label Ratio=1%, Backbone=3D ViT-B2026.05 | — | 68.6 | |
| Random initLabel Ratio=1%, Backbone=3D ViT-B2026.05 | — | 56.7 | |
| SimCroPLabel Ratio=1%, Backbone=3D ViT-B2026.05 | — | 72.2 |