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Jun 22, 2026 · Artificial Intelligence

How ORGEval Revealed DeepSeek‑V3’s Surprising Modeling Strength

The paper introduces ORGEval, a graph‑theoretic evaluation framework that replaces costly solvers with bipartite‑graph isomorphism checks, proves a sufficient condition for WL‑test correctness, and shows on the Bench4Opt benchmark that DeepSeek‑V3 outperforms leading inference models in speed, consistency, and overall modeling accuracy.