Mortality prediction on INSPECT cohort (PE) 1.0 (180 day)
0.803AUC-ROCSMB-Structure Curriculum
Evaluation Results
| Method | Links | |
|---|---|---|
| SMB-Structure CurriculumBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 0.803 | |
| SMB-Structure HybridBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 0.796 | |
| SFTBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 0.794 | |
| SFTBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.01 | 0.793 | |
| SMB-Structure CurriculumBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 0.786 | |
| SMB-Structure HybridBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 0.781 | |
| SFTBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 0.779 | |
| SFTBackbone=Qwen 8B, Training Data Source=MSK (M)2026.01 | 0.778 | |
| SMB-Structure HybridBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.01 | 0.733 | |
| SMB-Structure CurriculumBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.01 | 0.722 | |
| SMB-Structure CurriculumBackbone=Qwen 8B, Training Data Source=MSK (M)2026.01 | 0.704 | |
| SMB-Structure HybridBackbone=Qwen 8B, Training Data Source=MSK (M)2026.01 | 0.701 |