# Automatic Speech Recognition on FLEURS Fula out-of-domain (test)

Source: [Automatic Speech Recognition on FLEURS Fula out-of-domain (test)](<https://www.sota2.com/research/sota/automatic-speech-recognition-on-fleurs-fula-out-of-domain-test>)

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

Data updated: 2026-06-02T13:27:49.215Z

Evaluation of Automatic Speech Recognition performance on the Fula out-of-domain test split of the FLEURS dataset, reporting Word Error Rate (WER) and Character Error Rate (CER).

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 | Automatic Speech Recognition |
| Dataset (including any stated split) | FLEURS Fula out-of-domain (test) |
| Metric | WER |
| Unit | PERCENT |
| Direction | Lower is better |
| Results loaded | 6 of 6 |
| 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

- [WER](<https://www.sota2.com/research/sota/automatic-speech-recognition-on-fleurs-fula-out-of-domain-test.md?metric=WER>): Lower is better; unit: PERCENT.

- [CER](<https://www.sota2.com/research/sota/automatic-speech-recognition-on-fleurs-fula-out-of-domain-test.md?metric=CER>): Lower is better; unit: PERCENT.

## Recorded results

| Method | WER | Result date | Report paper |
| --- | --- | --- | --- |
| Omnilingual-1B | 53.7 | Not recorded | 6a1e6423dbd7150506f857d5 |
| MMS-300M | 56.5 | Not recorded | 6a1e6423dbd7150506f857d5 |
| Whisper Small | 66.8 | Not recorded | 6a1e6423dbd7150506f857d5 |
| Whisper Tiny | 84.6 | Not recorded | 6a1e6423dbd7150506f857d5 |
| Whisper Large | 92.2 | Not recorded | 6a1e6423dbd7150506f857d5 |
| MMS-1B | 102 | Not recorded | 6a1e6423dbd7150506f857d5 |

### Omnilingual-1B

WER: 53.7. Result ID: 6a1ed933fbc373592c1ae63c.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6423dbd7150506f857d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6916b7900052cac1dc65e04a.md>)

Recorded evaluation configuration: {"Protocol":"Zero-Shot"}. This record does not assert independent reproduction.

### MMS-300M

WER: 56.5. Result ID: 6a1ed933fbc373592c1ae63f.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6423dbd7150506f857d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6423dbd7150506f857d5.md>)

Recorded evaluation configuration: {"Protocol":"Fine-Tuned","Approach":"WAXAL"}. This record does not assert independent reproduction.

### Whisper Small

WER: 66.8. Result ID: 6a1ed933fbc373592c1ae640.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6423dbd7150506f857d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6423dbd7150506f857d5.md>)

Recorded evaluation configuration: {"Protocol":"Fine-Tuned","Approach":"WAXAL"}. This record does not assert independent reproduction.

### Whisper Tiny

WER: 84.6. Result ID: 6a1ed933fbc373592c1ae641.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6423dbd7150506f857d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6423dbd7150506f857d5.md>)

Recorded evaluation configuration: {"Protocol":"Fine-Tuned","Approach":"WAXAL"}. This record does not assert independent reproduction.

### Whisper Large

WER: 92.2. Result ID: 6a1ed933fbc373592c1ae63e.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6423dbd7150506f857d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e2c1e209131cea3e51b.md>)

[Implementation](<https://github.com/openai/whisper>)

Recorded evaluation configuration: {"Protocol":"Zero-Shot"}. This record does not assert independent reproduction.

### MMS-1B

WER: 102. Result ID: 6a1ed933fbc373592c1ae63d.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6423dbd7150506f857d5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f681e209131cea455ec.md>)

Recorded evaluation configuration: {"Protocol":"Zero-Shot"}. This record does not assert independent reproduction.

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