# Sound Event Localization and Detection on TAU Spatial DCASE Task 3 2019 (full evaluation)

Source: [Sound Event Localization and Detection on TAU Spatial DCASE Task 3 2019 (full evaluation)](<https://www.sota2.com/research/sota/sound-event-localization-and-detection-on-tau-spatial-dcase-task-3-2019-full-evaluation>)

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

Data updated: 2026-03-27T12:10:27.089Z

Evaluation of Sound Event Localization and Detection performance on the TAU Spatial DCASE Task 3 2019 dataset (full evaluation split), measured using metrics such as F1 score and DoA Error.

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 | Sound Event Localization and Detection |
| Dataset (including any stated split) | TAU Spatial DCASE Task 3 2019 (full evaluation) |
| Metric | F1 Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [F1 Score](<https://www.sota2.com/research/sota/sound-event-localization-and-detection-on-tau-spatial-dcase-task-3-2019-full-evaluation.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

- [DoA Error](<https://www.sota2.com/research/sota/sound-event-localization-and-detection-on-tau-spatial-dcase-task-3-2019-full-evaluation.md?metric=DoA%20Error>): Lower is better; unit: SCALAR.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| SELDnet | 94.7 | Not recorded | 68fa7a581e209131cea82a5a |
| w2v-SELD | 94.7 | Not recorded | 68fa7a581e209131cea82a5a |
| Baseline SELDnet | 83.1 | Not recorded | 68fa7a581e209131cea82a5a |
| U-Net | 68 | Not recorded | 68fa7a581e209131cea82a5a |

### SELDnet

F1 Score: 94.7. Result ID: 69c673a247f34ce924b029ae.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a581e209131cea82a5a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66921e209131cea10fdc.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### w2v-SELD

F1 Score: 94.7. Result ID: 69c673a247f34ce924b029b0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a581e209131cea82a5a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71a71e209131cea52539.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Baseline SELDnet

F1 Score: 83.1. Result ID: 69c673a247f34ce924b029af.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a581e209131cea82a5a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c469.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### U-Net

F1 Score: 68. Result ID: 69c673a247f34ce924b029b1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7a581e209131cea82a5a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a581e209131cea82a5a.md>)

Recorded evaluation configuration: {"evaluation":"up to two sources"}. This record does not assert independent reproduction.

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