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ResearchFormerly WizWand

Schematic Design Verification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Human Expert Evaluation Medium Tasks

0.89Kappa

3

Feb 26, 2026

Human Expert Evaluation Hard

PCBSchemaGen Verifier

0.914Kappa

2

Feb 26, 2026

PCBSchemaGen 1.0 (Easy)

PCBSchemaGen Verifier

0.95Kappa (κ)

2

Feb 26, 2026

Human Expert Evaluation 1.0 (Overall)

0.913Kappa

1

Feb 26, 2026

Human Expert Evaluation Hard 1.0

0.914Kappa

1

Feb 26, 2026

Human Expert Evaluation Easy 1.0

0.95Kappa

1

Feb 26, 2026

Human Expert Evaluation (Overall)

0.913Kappa

1

Feb 26, 2026