Readmission prediction on INSPECT cohort PE 365-day 1.0
68AUC-ROCSMB-Structure Curriculum
Evaluation results
| Method | Links | |
|---|---|---|
| SMB-Structure CurriculumBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 68 | |
| SMB-Structure HybridBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 67.6 | |
| SFTBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.01 | 67.4 | |
| SFTBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 67.4 | |
| SMB-Structure CurriculumBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 67.1 | |
| SMB-Structure HybridBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 66.9 | |
| SFTBackbone=Qwen 8B, Training Data Source=MSK (M)2026.01 | 66.3 | |
| SFTBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.01 | 66.3 | |
| SMB-Structure HybridBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.01 | 62.3 | |
| SMB-Structure CurriculumBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.01 | 61.9 | |
| SMB-Structure HybridBackbone=Qwen 8B, Training Data Source=MSK (M)2026.01 | 60.4 | |
| SMB-Structure CurriculumBackbone=Qwen 8B, Training Data Source=MSK (M)2026.01 | 60.1 |