Published March 14, 2026
| Version v1.0.0
Software
Open
ExactK: Iso-K Hinge Loss for K-Leakage-Free QEC Decoding
Authors/Creators
Description
ExactK is a production-ready ML decoder for quantum error correction on surface codes. It uses iso-K hinge loss (exact syndrome-count matching) to eliminate K-leakage confounding in factor-graph neural network decoders. Validated on d=5 (+31.2% G1 reduction) and d=7 (+23.4% OOD generalization), with a V1.0 holdout achieving +45.0% science delta, 80% safe yield, and 0% topology failure on unseen seeds.
Notes
If you use this software, please cite it as below.
Files
Moh-albataineh/exactk-qec-decoder-v1.0.0.zip
Files
(446.2 kB)
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md5:ab1387d0748946a0d63df16fc2faca03
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Additional details
Related works
- Is supplement to
- Software: https://github.com/Moh-albataineh/exactk-qec-decoder/tree/v1.0.0 (URL)
Software
- Repository URL
- https://github.com/Moh-albataineh/exactk-qec-decoder