QEncode Benchmark

Leaderboard

Public rankings include only certified entries with official trust filtering (2026-05-11).

Entry counts can differ by molecule when some configurations are not yet certified.

Suite v3.1Rules v1Trust: certified_onlyEntries: 30

Need your results listed here? Purchase certification and apply for managed execution access.

Molecule
Mapping
Ansatz

Showing 78 entries across all categories

Best Accuracy

Ranked by lowest |EVQE − EFCI| error gap. Chemical accuracy threshold: 1.6 × 10⁻³ Ha.

RankMoleculeMappingAnsatzError GapCCSD(T) corr.Status
HFParity
UCCSD
1.25 × 10⁻¹²
1.32 × 10⁻¹
Baseline
Beats Classical
#2H2Parity
HEA
1.49 × 10⁻¹¹
2.48 × 10⁻²
Baseline
Beats Classical
#3HFParity
HEA
4.00 × 10⁻¹¹
1.32 × 10⁻¹
Baseline
Beats Classical
#4H2Parity
UCCSD
9.36 × 10⁻¹¹
2.48 × 10⁻²
Baseline
Beats Classical
#5HFBravyi-Kitaev
UCCSD
6.15 × 10⁻⁹
1.32 × 10⁻¹
Baseline
Beats Classical
#6HFBravyi-Kitaev
HEA
6.16 × 10⁻⁹
1.32 × 10⁻¹
Baseline
Beats Classical
#7HFJordan-Wigner
HEA
6.18 × 10⁻⁹
1.32 × 10⁻¹
Baseline
Beats Classical
#8HFJordan-Wigner
UCCSD
6.29 × 10⁻⁹
1.32 × 10⁻¹
Baseline
Beats Classical
#9H2Bravyi-Kitaev
HEA
1.11 × 10⁻⁸
2.48 × 10⁻²
Baseline
Beats Classical
#10H2Bravyi-Kitaev
UCCSD
1.12 × 10⁻⁸
2.48 × 10⁻²
Baseline
Beats Classical
#11H2Jordan-Wigner
HEA
1.12 × 10⁻⁸
2.48 × 10⁻²
Baseline
Beats Classical
#12H2Jordan-Wigner
UCCSD
1.13 × 10⁻⁸
2.48 × 10⁻²
Baseline
Beats Classical
#13BeH2Jordan-Wigner
HEA
6.22 × 10⁻⁸
4.03 × 10⁻²
Baseline
Beats Classical
#14BeH2Parity
HEA
6.72 × 10⁻⁸
4.03 × 10⁻²
Baseline
Beats Classical
#15BeH2Bravyi-Kitaev
HEA
8.66 × 10⁻⁸
4.03 × 10⁻²
Baseline
Beats Classical
#16H2OJordan-Wigner
UCCSD
1.87 × 10⁻⁶
1.36 × 10⁻¹
Baseline
Beats Classical
#17LiHJordan-Wigner
UCCSD
2.36 × 10⁻⁶
1.90 × 10⁻²
Baseline
Beats Classical
#18BeH2Bravyi-Kitaev
UCCSD
7.16 × 10⁻⁶
4.03 × 10⁻²
Baseline
Beats Classical
#19BeH2Jordan-Wigner
UCCSD
1.21 × 10⁻⁵
4.03 × 10⁻²
Baseline
Beats Classical
#20NH3Jordan-Wigner
UCCSD
1.33 × 10⁻⁵
1.31 × 10⁻¹
Baseline
Beats Classical
#21BeH2Parity
UCCSD
1.88 × 10⁻⁵
4.03 × 10⁻²
Baseline
Beats Classical
#22H2OBravyi-Kitaev
HEA
1.54 × 10⁻⁴
1.36 × 10⁻¹
Baseline
Beats Classical
#23LiHJordan-Wigner
HEA
1.57 × 10⁻⁴
1.90 × 10⁻²
Baseline
Beats Classical
#24NH3Bravyi-Kitaev
UCCSD
3.22 × 10⁻⁴
1.31 × 10⁻¹
Baseline
Beats Classical
#25H2OParity
HEA
4.47 × 10⁻⁴
1.36 × 10⁻¹
Baseline
Beats Classical
#26NH3Bravyi-Kitaev
HEA
4.60 × 10⁻⁴
1.31 × 10⁻¹
Baseline
Beats Classical
#27NH3Parity
HEA
4.72 × 10⁻⁴
1.31 × 10⁻¹
Baseline
Beats Classical
#28H2OJordan-Wigner
HEA
6.32 × 10⁻⁴
1.36 × 10⁻¹
Baseline
Beats Classical
#29LiHParity
HEA
7.51 × 10⁻⁴
1.90 × 10⁻²
Baseline
Beats Classical
#30NH3Jordan-Wigner
HEA
3.09 × 10⁻³
1.31 × 10⁻¹
Baseline
Beats Classical

Legend

Rank #1 in category
Baseline
Run by QEncode team
Verified
Community submission
Beats Classical
VQE gap < CCSD(T) correlation energy (hover for ratio)
Relative gap (log scale, green = best)