====================================================================================================
NER PII Benchmark — Comparative Summary
====================================================================================================

Dataset: nvidia-pii
--------------------------------------------------------------------------------
System                                F1-macro   F1-micro  Entity-F1  Latency(ms)  Tier
----------------------------------------------------------------------------------
NerGuard Hybrid V2 (gpt-4o)             0.6094     0.7333     0.6980        39.89     2 (16 labels)
NerGuard Base                           0.4168     0.6114     0.6078        34.98     2 (16 labels)
