Readmission prediction on INSPECT cohort (PE) 1.0 (180 day)
0.681AUC-ROCSMB-Structure Curriculum
Evaluation Results
| Method | Links | |
|---|---|---|
| SMB-Structure CurriculumBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 0.681 | |
| SMB-Structure HybridBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 0.676 | |
| SFTBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.01 | 0.672 | |
| SFTBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 0.672 | |
| SMB-Structure CurriculumBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 0.671 | |
| SMB-Structure HybridBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 0.667 | |
| SFTBackbone=Qwen 8B, Training Data Source=MSK (M)2026.01 | 0.659 | |
| SFTBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 0.659 | |
| SMB-Structure HybridBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.01 | 0.621 | |
| SMB-Structure CurriculumBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.01 | 0.617 | |
| SMB-Structure HybridBackbone=Qwen 8B, Training Data Source=MSK (M)2026.01 | 0.596 | |
| SMB-Structure CurriculumBackbone=Qwen 8B, Training Data Source=MSK (M)2026.01 | 0.593 |