Evaluating Reviewer3 with open, reproducible benchmarks.

80,000+ human and AI review comments compared across 1,000 ICLR 2025 papers. R3 leads in structure, engagement, and consequential impact.

476 real and AI-fabricated citations tested. Our reference checker catches 97.7% of fabricated references with 98.6% precision.
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