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NER PII Benchmark — Comparative Summary
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Dataset: bc5cdr
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System                                F1-macro   F1-micro  Entity-F1  Latency(ms)  Tier
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Biomedical Hybrid (gpt-4o)              0.8431     0.8795     0.8848        26.34     1 (2 labels)
