# Voice Activity Detection on HAVIC (test)

Source: [Voice Activity Detection on HAVIC (test)](<https://www.sota2.com/research/sota/voice-activity-detection-on-havic-test>)

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

Data updated: 2026-02-26T05:25:28.984Z

Evaluation of Voice Activity Detection (VAD) performance on the test split of the HAVIC dataset, measured using AUC-ROC.

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 | Voice Activity Detection |
| Dataset (including any stated split) | HAVIC (test) |
| Metric | AUC-ROC |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [AUC-ROC](<https://www.sota2.com/research/sota/voice-activity-detection-on-havic-test.md?metric=AUC-ROC>): Higher is better; unit: SCALAR.

## Recorded results

| Method | AUC-ROC | Result date | Report paper |
| --- | --- | --- | --- |
| Braun et al. | 0.868 | Not recorded | 68fa6dc71e209131cea3c22f |
| ResectNet 1.0x | 0.849 | Not recorded | 68fa6dc71e209131cea3c22f |
| ResectNet 0.5x | 0.835 | Not recorded | 68fa6dc71e209131cea3c22f |
| SG-VAD | 0.833 | Not recorded | 68fa6dc71e209131cea3c22f |
| MarbleNet | 0.804 | Not recorded | 68fa6dc71e209131cea3c22f |

### Braun et al.

AUC-ROC: 0.868. Result ID: 698fe9653a6c314849fcbdda.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc71e209131cea3c22f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7f8f1e209131cea9a809.md>)

Recorded evaluation configuration: {"Params":"1773k","Training Dataset":"DNS"}. This record does not assert independent reproduction.

### ResectNet 1.0x

AUC-ROC: 0.849. Result ID: 698fe9653a6c314849fcbdd9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc71e209131cea3c22f.md>)

Recorded evaluation configuration: {"Params":"11.1k","Training Dataset":"DNS"}. This record does not assert independent reproduction.

### ResectNet 0.5x

AUC-ROC: 0.835. Result ID: 698fe9653a6c314849fcbdd8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc71e209131cea3c22f.md>)

Recorded evaluation configuration: {"Params":"4.5k","Training Dataset":"DNS"}. This record does not assert independent reproduction.

### SG-VAD

AUC-ROC: 0.833. Result ID: 698fe9653a6c314849fcbddc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc71e209131cea3c22f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc71e209131cea3c22f.md>)

[Implementation](<https://www.github.com/jsvir/vad>)

Recorded evaluation configuration: {"Params":"7.8k"}. This record does not assert independent reproduction.

### MarbleNet

AUC-ROC: 0.804. Result ID: 698fe9653a6c314849fcbddb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc71e209131cea3c22f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa694f1e209131cea216fb.md>)

Recorded evaluation configuration: {"Params":"88k","Training Dataset":"GSCV2, FS2K"}. This record does not assert independent reproduction.

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