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ResearchFormerly WizWand

Mortality prediction on INSPECT cohort (PE) 1.0 (180 day)

0.803AUC-ROCSMB-Structure Curriculum
0.696920.724460.7520.77954Jan 29, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SMB-Structure CurriculumBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.010.803
SMB-Structure HybridBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.010.796
SFTBackbone=LLaMA3.1 8B, Training Data Source=MSK + INSPECT (M+I)2026.010.794
SFTBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.010.793
SMB-Structure CurriculumBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.010.786
SMB-Structure HybridBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.010.781
SFTBackbone=Qwen 8B, Training Data Source=MSK + INSPECT (M+I)2026.010.779
SFTBackbone=Qwen 8B, Training Data Source=MSK (M)2026.010.778
SMB-Structure HybridBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.010.733
SMB-Structure CurriculumBackbone=LLaMA3.1 8B, Training Data Source=MSK (M)2026.010.722
SMB-Structure CurriculumBackbone=Qwen 8B, Training Data Source=MSK (M)2026.010.704
SMB-Structure HybridBackbone=Qwen 8B, Training Data Source=MSK (M)2026.010.701