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Clinical Trial Eligibility Classification on N2C2 2018 (test)

89.05Micro F1 Score

MedGemma 27b-it

Updated 11d ago

Evaluation Results

Method	Links
MedGemma 27b-it 2026.04		89.05	86.02	88.45	89.22
MedGemma 27b-it 2026.04		88.8	85.15	88.89	89.06
MedGemma 27b-it 2026.04		88.49	83.37	90.63	89.02
Llama 3.1 8b-it 2026.04		86.71	80.51	89.98	87.4
MedGemma 27b-it 2026.04		86.29	82.84	85.19	86.45
Llama 3.1 8b-it 2026.04		85.4	82.65	83.01	85.42
Llama 3.1 8b-it 2026.04		85.33	77.55	91.07	86.34
Llama 3.1 8b-it 2026.04		82.93	75.91	86.49	83.69
GPT-oss 20b 2026.04		81.72	77.2	80.39	81.93
GPT-oss20b 2026.04		81.17	76.57	79.74	81.37
GPT-oss20b 2026.04		79.1	74.68	76.47	79.21
GPT-oss20b 2026.04		74.53	69.2	71.46	74.65
GatorTron-2k 2026.04		74.23	69	70.81	74.33
BERT 2026.04		72.4	66.32	69.93	72.6