# Dynamic K routing on VoxCeleb2 (held-out)

Source: [Dynamic K routing on VoxCeleb2 (held-out)](<https://www.sota2.com/research/sota/dynamic-k-routing-on-voxceleb2-held-out>)

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

Data updated: 2026-06-02T12:27:28.861Z

Evaluation of Dynamic K routing performance on the held-out split of the VoxCeleb2 dataset, measured using Accuracy.

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 | Dynamic K routing |
| Dataset (including any stated split) | VoxCeleb2 (held-out) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/dynamic-k-routing-on-voxceleb2-held-out.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Echo | 94.4 | Not recorded | 6a1e643ddbd7150506f858bf |

### Echo

Accuracy: 94.4. Result ID: 6a1ecbf1fbc373592c1a7289.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e643ddbd7150506f858bf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e643ddbd7150506f858bf.md>)

Recorded evaluation configuration: {"Setting":"Stage 5, threshold 0.6822"}. This record does not assert independent reproduction.

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