# Verification on ML-DSA-65

Source: [Verification on ML-DSA-65](<https://www.sota2.com/research/sota/verification-on-ml-dsa-65>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-04-20T08:04:11.449Z

Evaluation of the Verification task performance using the ML-DSA-65 dataset, reporting metrics such as Cycles, Ratio, and Stack usage.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Verification |
| Dataset (including any stated split) | ML-DSA-65 |
| Metric | Cycles |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 2 of 2 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Cycles](<https://www.sota2.com/research/sota/verification-on-ml-dsa-65.md?metric=Cycles>): Lower is better; unit: SCALAR.

- [Ratio](<https://www.sota2.com/research/sota/verification-on-ml-dsa-65.md?metric=Ratio>): Higher is better; unit: SCALAR.

- [Stack Usage](<https://www.sota2.com/research/sota/verification-on-ml-dsa-65.md?metric=Stack%20Usage>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Cycles | Result date | Report paper |
| --- | --- | --- | --- |
| m4f (asm) | 2533 | Not recorded | 69e5b2e27d0172140ec7de47 |
| m4fstack (asm) | 6771 | Not recorded | 69e5b2e27d0172140ec7de47 |

### m4f (asm)

Cycles: 2533. Result ID: 69e5dd9e47f34ce924cbdb30.

[Reporting paper](<https://www.sota2.com/research/paper/69e5b2e27d0172140ec7de47.md>)

Recorded evaluation configuration: {"Implementation":"assembly (pqm4)"}. This record does not assert independent reproduction.

### m4fstack (asm)

Cycles: 6771. Result ID: 69e5dd9e47f34ce924cbdb31.

[Reporting paper](<https://www.sota2.com/research/paper/69e5b2e27d0172140ec7de47.md>)

Recorded evaluation configuration: {"Implementation":"assembly","Stack Strategy":"m4fstack"}. This record does not assert independent reproduction.

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