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Classification on HoC

71Macro F1PubMedBERT
66.42467.61268.869.988May 12, 2026

Evaluation results

MethodLinks
PubMedBERTCtx=512, Model Size=Base2026.0571
CLM detourCtx=8192, Model Size=Base 150M, Training Tokens=50B tokens2026.0570
CLM detourCtx=8192, Model Size=Base 150M, Training Tokens=10B tokens2026.0569.4
CLM detourCtx=8192, Model Size=Large 350M, Training Tokens=50B tokens2026.0569.3
MLM baselineCtx=8192, Model Size=Base 150M, Training Tokens=10B tokens2026.0568.9
MLM baselineCtx=8192, Model Size=Large 350M, Training Tokens=50B tokens2026.0567.8
MLM baselineCtx=8192, Model Size=Base 150M, Training Tokens=50B tokens2026.0567.1
BioClinical-ModernBERTCtx=8192, Model Size=Base2026.0567
ModernBERT-baseCtx=8192, Model Size=Base2026.0566.6