# Unsupervised Action Segmentation on Breakfast Learning across All Activities

Source: [Unsupervised Action Segmentation on Breakfast Learning across All Activities](<https://www.sota2.com/research/sota/unsupervised-action-segmentation-on-breakfast-learning-across-all-activities>)

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

Data updated: 2026-02-26T05:52:11.860Z

Evaluation of Unsupervised Action Segmentation performance on the Breakfast Learning across All Activities dataset, typically measured using the Mean over Frames (MoF) metric.

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 | Unsupervised Action Segmentation |
| Dataset (including any stated split) | Breakfast Learning across All Activities |
| Metric | Mean Over Frames (MoF) |
| Unit | PERCENT |
| Direction | Higher 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

- [Mean Over Frames (MoF)](<https://www.sota2.com/research/sota/unsupervised-action-segmentation-on-breakfast-learning-across-all-activities.md?metric=Mean%20Over%20Frames%20(MoF)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Mean Over Frames (MoF) | Result date | Report paper |
| --- | --- | --- | --- |
| ASAL | 20.2 | Not recorded | 68fa69ad1e209131cea2348c |
| CTE | 16.4 | Not recorded | 68fa69ad1e209131cea2348c |

### ASAL

Mean Over Frames (MoF): 20.2. Result ID: 698dce4a8b517eb43323db50.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69ad1e209131cea2348c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ad1e209131cea2348c.md>)

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

### CTE

Mean Over Frames (MoF): 16.4. Result ID: 698dce4a8b517eb43323db4f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69ad1e209131cea2348c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65a21e209131cea0b710.md>)

[Implementation](<https://github.com/annusha/unsup_temp_embed>)

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

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