hivetrace/pii-bench

PII-Bench (ru) Span-level benchmark for evaluating personal-data (PII) detection in Russian text. Annotations use explicit character offsets (start, end, type) rather than IO/BIO/BILOU token tags. This makes the benchmark agnostic to tokenization and lets you evaluate a complete pipeline — ML model, regular expressions, post-processing, or a hybrid such as Presidio — instead of only the model in isolation. Released alongside GLiNER Guard, a unified safety + PII encoder family:… See the full description on the dataset page: https://huggingface.co/datasets/hivetrace/pii-bench.

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