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ResearchFormerly WizWand

Mortality prediction on INSPECT cohort PE 1.0 (30 day)

0.806AUC-ROCSMB-Structure Curriculum
0.718640.741320.7640.78668Jan 29, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SMB-Structure CurriculumBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.010.806
SMB-Structure HybridBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.010.795
SFTBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.010.792
SFTBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.010.79
SMB-Structure CurriculumBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.010.79
SMB-Structure HybridBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.010.783
SFTBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.010.782
SFTBackbone=Qwen 8B, Training Data Source=MSK (M)2026.010.781
SMB-Structure HybridBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.010.743
SMB-Structure CurriculumBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.010.736
SMB-Structure CurriculumBackbone=Qwen 8B, Training Data Source=MSK (M)2026.010.725
SMB-Structure HybridBackbone=Qwen 8B, Training Data Source=MSK (M)2026.010.722