Pioneer
A September 24, 2026 Hugging Face community article by Hanno Labs examines how GLiNER 2.5 Base handles a DecisionBench row (extraction-nemotron-0000010) that asks for a street address drawn from a Nemotron-PII health insurance form adapted into the frozen benchmark. The adapter maps six criteria to GLiNER 2.5 Base's native single-label classifier, returning a probability distribution over the candidate IDs. DecisionBench then picks the highest-probability candidate. On that single row, GLiNER 2.5 Base selected the health plan beneficiary number (value-5) at 65.39% instead of the gold address "116 Thatcher Brook Ln" (value-4) at 11.26%, illustrating a specific failure mode. The same article notes that 40 of 49 published model runs on that row correctly chose value-4, while GLiNER 2.5 Base, GLiNER 2.5 Small, NanoJev, and mxbai-rerank-base-v2 all picked the beneficiary number.