Sepsis Prediction on Sepsis (test)
81.67AUPRCSMART
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SMART2024.05 | 81.67 | 75.37 | — | — | |
| ConCare2024.05 | 74.83 | 67.27 | — | — | |
| GRASP2024.05 | 74.47 | 66.75 | — | — | |
| Warpformer2024.05 | 73.03 | 65.93 | — | — | |
| RainDrop2024.05 | 72.82 | 67.58 | — | — | |
| PPN2024.05 | 72.7 | 68.08 | — | — | |
| SAFARI2024.05 | 72.06 | 69.06 | — | — | |
| StageNet2024.05 | 59.11 | 54.89 | — | — | |
| GRU-DProtocol=ISMTS Baseline2026.06 | 56.2 | — | 89.3 | — | |
| TRIAGE SFT+RLTraining=Supervised Fine-Tuning + Reinforcement Learning2026.06 | 53.8 | — | 89.3 | — | |
| KEDGNProtocol=ISMTS Baseline2026.06 | 53.5 | — | 88.2 | — | |
| RaindropProtocol=ISMTS Baseline2026.06 | 52.2 | — | 85.5 | — | |
| TRIAGE SFTTraining=Supervised Fine-Tuning2026.06 | 52.2 | — | 88.9 | — | |
| Hi-PatchProtocol=ISMTS Baseline2026.06 | 52.1 | — | 88.7 | — | |
| SeFTProtocol=ISMTS Baseline2026.06 | 51.6 | — | 88.6 | — | |
| STraTSProtocol=ISMTS Baseline2026.06 | 48.7 | — | 89.3 | — | |
| ViTSTProtocol=ISMTS Baseline2026.06 | 45.9 | — | 88.5 | — | |
| AdaCare2024.05 | 41.13 | 36.87 | — | — | |
| mTANDProtocol=ISMTS Baseline2026.06 | 37.7 | — | 85.2 | — | |
| PrimeNet2024.05 | 33.38 | 12.46 | — | — | |
| GPT-5.1Protocol=Zero-shot2026.06 | 9.3 | — | 72.2 | — | |
| gpt-oss-120bProtocol=Zero-shot2026.06 | 6.7 | — | 64.2 | — | |
| AdaCare2024.05 | — | — | 84.7 | 42.88 | |
| ConCare2024.05 | — | — | 94.39 | 69.79 | |
| GRASP2024.05 | — | — | 94.43 | 69.75 | |
| PPN2024.05 | — | — | 94.25 | 68.96 | |
| PrimeNet2024.05 | — | — | 83.6 | 36.18 | |
| RainDrop2024.05 | — | — | 92.9 | 68.74 | |
| SAFARI2024.05 | — | — | 94.64 | 70.03 | |
| SMART2024.05 | — | — | 95.92 | 75.61 | |
| StageNet2024.05 | — | — | 91.25 | 56.21 | |
| Warpformer2024.05 | — | — | 93.86 | 65.93 |