Readmission prediction on INSPECT cohort PE 1.0 (30-day)
69.1AUC-ROCSMB-Structure Curriculum
Evaluation results
| Method | Links | |
|---|---|---|
| SMB-Structure CurriculumBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 69.1 | |
| SMB-Structure HybridBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 68.1 | |
| SMB-Structure CurriculumBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 67.9 | |
| SFTBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.01 | 67.8 | |
| SFTBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 67.7 | |
| SMB-Structure HybridBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 66.9 | |
| SFTBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 65.6 | |
| SFTBackbone=Qwen 8B, Training Data Source=MSK (M)2026.01 | 65.5 | |
| SMB-Structure HybridBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.01 | 62.8 | |
| SMB-Structure CurriculumBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.01 | 62 | |
| SMB-Structure HybridBackbone=Qwen 8B, Training Data Source=MSK (M)2026.01 | 59.6 | |
| SMB-Structure CurriculumBackbone=Qwen 8B, Training Data Source=MSK (M)2026.01 | 59.4 |