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Relation Extraction on UFHealth Opioid Use Dataset
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89.9
F1 Score
Full FT
76.796
80.198
83.6
87.002
Apr 8, 2026
F1 Score
Updated 9d ago
Evaluation Results
Method
Method
Links
F1 Score
Full FT
Base model=gpt-oss 20B...
2026.04
89.9
MPT
Base model=gpt-oss 20B...
2026.04
89.3
Full FT
Base model=Meditron3 8...
2026.04
88.2
MPT
Base model=Meditron3 8...
2026.04
87.5
LoRA
Base model=gpt-oss 20B...
2026.04
87.3
Full FT
Base model=LLaMA 3.1 8...
2026.04
85.8
LoRA
Base model=Meditron3 8...
2026.04
85.4
MPT
Base model=LLaMA 3.1 8...
2026.04
85
LoRA
Base model=LLaMA 3.1 8...
2026.04
82.8
PT
Base model=gpt-oss 20B...
2026.04
82.2
PT
Base model=Meditron3 8...
2026.04
80.1
PT
Base model=LLaMA 3.1 8...
2026.04
77.3
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