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ResearchFormerly WizWand

Note Completion on MIMIC-IV (test)

8.11ROUGE-1BioMamba
0.92362.78934.6556.5207Aug 5, 2024
Updated 7mo ago

Evaluation results

MethodLinks
BioMambaModel size=1.3B, SFT=true2024.088.113.335.89
BioMamba-1.3B+SFTArchitecture=Mamba2, Params=1.3B, MIMIC-specific supervised fine-tuning=true2024.088.113.335.89
BioMambaModel size=370M, SFT=true2024.087.943.25.69
Mamba2Model size=1.3B, SFT=true2024.087.933.285.76
Mamba2Model size=780M, SFT=true2024.087.93.245.73
BioMambaModel size=780M, SFT=true2024.087.93.325.78
Mamba2Model size=370M, SFT=true2024.087.853.045.62
BioMambaModel size=130M, SFT=true2024.087.072.455.1
BioMamba-130M+SFTArchitecture=Mamba2, Params=130M, MIMIC-specific supervised fine-tuning=true2024.087.072.455.1
Mamba2Model size=130M, SFT=true2024.086.842.364.95
Mamba2Model size=1.3B, SFT=false2024.085.611.283.95
Mamba2Model size=780M, SFT=false2024.085.461.173.86
Meditron3-Gemma2-2BArchitecture=Gemma2, Params=2B, MIMIC-specific supervised fine-tuning=false2024.085.130.893.37
Mamba2Model size=370M, SFT=false2024.085.040.973.69
Bio-Medical-Llama-3.2-1BArchitecture=Llama 3.2, Params=1B, MIMIC-specific supervised fine-tuning=false2024.084.80.823.19
BioGPT-Large-PubMedQAArchitecture=GPT-2, Params=1.5B, MIMIC-specific supervised fine-tuning=false2024.084.750.753.04
Mamba2Model size=130M, SFT=false2024.084.630.83.43
Gemma3-1B (fine-tuned)Architecture=Gemma3, Params=1B, MIMIC-specific supervised fine-tuning=false2024.084.180.652.83
BioGPT-LargeArchitecture=GPT-2, Params=1.5B, MIMIC-specific supervised fine-tuning=false2024.083.850.542.81
BioMedLMArchitecture=GPT-2, Params=2.7B, MIMIC-specific supervised fine-tuning=false2024.081.580.161.17
BioGPTArchitecture=GPT-2, Params=347M, MIMIC-specific supervised fine-tuning=false2024.081.20.161.01