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Named Entity Recognition on UFHealth Opioid use dataset
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91.8
F1 Score
Full FT
79.424
82.637
85.85
89.063
Apr 8, 2026
F1 Score
Updated 9d ago
Evaluation Results
Method
Method
Links
F1 Score
Full FT
Base model=gpt-oss 20B...
2026.04
91.8
MPT
Base model=gpt-oss 20B...
2026.04
91.4
Full FT
Base model=Meditron3 8...
2026.04
90.4
MPT
Base model=Meditron3 8...
2026.04
89.5
LoRA
Base model=gpt-oss 20B...
2026.04
89.5
LoRA
Base model=Meditron3 8...
2026.04
87.9
Full FT
Base model=LLaMA 3.1 8...
2026.04
87.7
MPT
Base model=LLaMA 3.1 8...
2026.04
86.8
LoRA
Base model=LLaMA 3.1 8...
2026.04
85
PT
Base model=gpt-oss 20B...
2026.04
84.8
PT
Base model=Meditron3 8...
2026.04
83
PT
Base model=LLaMA 3.1 8...
2026.04
79.9
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