VC-dimension and blowup threshold conjecture

From papers

Let HH be a graph. Let δVC(H)\delta_{\textup{VC}}(H) be the infimum of those α\alpha such that every maximal HH-free graph GG with minimum degree at least αn\alpha n has bounded VC-dimension, and let δB(H)\delta_{\textup{B}}(H) denote the blowup threshold.

VC-dimension–blowup threshold conjecture. For any graph HH,

δVC(H)=δB(H).\delta_{\textup{VC}}(H)=\delta_{\textup{B}}(H).

The paper notes that δVC(H)δB(H)\delta_{\textup{VC}}(H)\leq\delta_{\textup{B}}(H) always, while equality is left open; for odd cycles, it is specifically open whether δVC(C2k1)=12k1\delta_{\textup{VC}}(C_{2k-1})=\frac{1}{2k-1}.

Progress summary

Open

The conjecture remains open: only one inequality is known, although the exact blowup threshold is known for odd cycles.

The conjecture asserts that, for every graph HH, the threshold forcing bounded VC-dimension in maximal HH-free graphs equals the blowup threshold. The available source records it as open and gives no proposer or date.

Known results

  • The general inequality δVC(H)δB(H)\delta_{\mathrm{VC}}(H)\leq\delta_{\mathrm{B}}(H) follows directly from the definitions.
  • For every k2k\geq 2, δB(C2k1)=12k1\delta_{\mathrm{B}}(C_{2k-1})=\frac{1}{2k-1}.
  • For odd cycles, sufficiently dense maximal C2k1C_{2k-1}-free graphs have bounded VC-dimension, giving δVC(C2k1)12k1\delta_{\mathrm{VC}}(C_{2k-1})\leq\frac{1}{2k-1}.
  • No reverse inequality, counterexample, or equality case is reported.

Current status (as of August 2026): The conjecture is open for general HH; even whether δVC(C2k1)=12k1\delta_{\mathrm{VC}}(C_{2k-1})=\frac{1}{2k-1} remains unresolved.

Sources
Sources & referencesView supporting material

Primary source

Xinqi Huang, Hong Liu, Mingyuan Rong and Zixiang Xu, “Interpolating chromatic and homomorphism thresholds”, arXiv:2502.09576 (2025).

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