Comparable benchmarks (not competition)

Workloads where QPC reports the same objective number as an external reference—published paper, classical baseline, or inequality bound—with auditable IBM (or other) job IDs.

D-Wave “Proof of Quantum Work” blockchain (Leap demo) is not on this list: it measures quantum-hash consensus on annealers, not folding energy, QUBO cost, or ICC. Different subject—results are not comparable rows.

Ready now — objective & comparable

Real-world replication — highlighted

Published industry-style business tasks replayed on IBM Heron gate QPUs with QPC polycontextural architecture. Same metrics as external studies; auditable job IDs.

Status Task Metric QPC result Report
✓ Live Ribeiro 2026 — Cerrado carbon portfolio (arXiv:2602.09047) Portfolio score Decoder 6.27 vs greedy 5.53 · ibm_fez ZNE Overview · Technical
✓ Live Volkswagen 2017 — Beijing traffic flow (arXiv:1708.01625) Congested roads ↓ QPC 2 = greedy · vs random 7.5 · job d8gq6m42upec739k6pig Report · Task
● Next D-Wave Mendeley 45 QUBO instances (MaxCut / TSP / Knapsack) QUBO energy vs published NL-Hybrid Planned — same Hamiltonian on IBM Catalog A2
● Next D-Wave Taillard flow-shop scheduling vignette Optimality gap vs best known Planned — supply-chain narrative Catalog B1
● Next LR-QAOA weighted MaxCut (cross-vendor IBM study) Approximation ratio r Planned — multi-context on Heron Catalog A1
Full real-world replication story

Other comparable rows

# External baseline Metric QPC Report
1 IonQ / Kipu BF-DCQO (mastoparan I) Energy after repair (↓ better) −9.74 vs ref −8.70 Protein
2 Controlled K=1 Held-out fit K=4 > K=1 (same resources) QQ pilot
3 Classical KS bound Witness vs bound Heron Fez + mitigation KS
4 Single-context baseline ICC, FSP Multi-context PFQM PFQM
5 Classical per-context optimum (same grid) QAOA objective J gic2026/qpc_case3_energy_DOE_siting_40q.py GIC Case 3 JSON
6 IBM console audit Job IDs, tiers T1–T4 4→24 contexts Open instance

Next — highest-value comparable

Transjunction ON vs OFF on one T03/T04 cluster: same shots and width; publish ICC (or agreed observable) + both job IDs. Same logic as QQ pilot—only coupling changes.

Scripts & JSON fields (quick reference)

Suggested standard add-ons: Qiskit MaxCut (approximation ratio), small Gset QUBO vs tabulated best—same metric as literature, 1-context vs N-context on IBM.

Highlights Task catalog Comparison