QSBench
Ideal. Noisy. Reproducible.
High-quality synthetic quantum datasets with paired ideal and noisy expectation values.
The definitive ground truth for Quantum Machine Learning research.
Ideal. Noisy. Reproducible.
High-quality synthetic quantum datasets with paired ideal and noisy expectation values.
The definitive ground truth for Quantum Machine Learning research.
Seven free-to-use datasets to validate your models before scaling up.
Balanced circuit families for general testing.
v1.0.0-demoStandard incoherent noise samples.
v1.0.0-demoRealistic T1 relaxation noise simulation.
v1.0.0-demoHardware-aware circuit topology data.
v1.0.0-demoRealistic T1/T2 thermal relaxation.
v1.0.0-demoFull device-like noise model.
v1.0.0-demoMeasurement (readout) error simulation.
v1.0.0-demoExplore functional demos trained on our free datasets.
Looking for larger datasets, specific noise regimes, custom circuit families,
or higher qubit/depth configurations? We can generate exactly what you need.