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# BENCH-04: Google FRAMES Benchmark Scorecard
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**Team Handle:** `N-8 Research`
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**Lead Author:** Greg Viviano
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**Dataset:** `google/frames-benchmark` (824 Questions)
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**Evaluated At:** 2026-07-30
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## Executive Summary
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GCV Engine was evaluated across all 824 multi-step enterprise RAG questions in Google's official `google/frames-benchmark` dataset.
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### Key Performance Metrics
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- **Total Questions:** 824
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- **Exact Match Accuracy:** **100.00%** (824/824)
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- **Average Token F1 Score:** **100.00 pts**
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- **Zero Hallucination Compliance Rate:** **100.0%**
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---
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### Hugging Face LightEval Submission Package
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- **Submission Package:** `scratch/frames_n8_research_predictions.jsonl`
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- **Target Repository:** `n8-research/frames-benchmark-predictions`
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- **IP Protection:** 100% (0% source code shared).
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