FormInv: A Measurement Protocol for Semantic Invariance in Mathematical Reasoning Benchmarks

arXiv:2605.29001 · cs.LG, cs.AI · Submitted 2026-05-27 · Read on arXiv

cs.LG, cs.AI

Submitted: 2026-05-27

Updated: 2026-10-16

Terminology

• Benchmark — 5× in this paper · explained in 2 episodes
• Accuracy — 2× in this paper · explained in 1 episode
• Consistency — 1× in this paper · explained in 3 episodes
• Semantic Consistency Rates — 1× in this paper

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