# Dependency Parsing on Orféo (test)

Source: [Dependency Parsing on Orféo (test)](<https://www.sota2.com/research/sota/dependency-parsing-on-orf-o-test>)

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

Data updated: 2026-02-26T06:08:27.860Z

Evaluation of Dependency Parsing performance on the test split of the Orféo dataset, reporting WER, CER, POS, UAS, and LAS scores.

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 | Dependency Parsing |
| Dataset (including any stated split) | Orféo (test) |
| Metric | WER |
| Unit | PERCENT |
| Direction | Lower is better |
| Results loaded | 10 of 10 |
| 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/dependency-parsing-on-orf-o-test.md?metric=WER>): Lower is better; unit: PERCENT.

- [CER](<https://www.sota2.com/research/sota/dependency-parsing-on-orf-o-test.md?metric=CER>): Lower is better; unit: PERCENT.

- [POS Acc](<https://www.sota2.com/research/sota/dependency-parsing-on-orf-o-test.md?metric=POS%20Acc>): Higher is better; unit: PERCENT.

- [UAS](<https://www.sota2.com/research/sota/dependency-parsing-on-orf-o-test.md?metric=UAS>): Higher is better; unit: PERCENT.

- [LAS](<https://www.sota2.com/research/sota/dependency-parsing-on-orf-o-test.md?metric=LAS>): Higher is better; unit: PERCENT.

## Recorded results

| Method | WER | Result date | Report paper |
| --- | --- | --- | --- |
| TEXT SEQ2LABEL | 0 | Not recorded | 68fa73ab1e209131cea5dceb |
| TEXT GRAPH | 0 | Not recorded | 68fa73ab1e209131cea5dceb |
| TEXT HOPS | 0 | Not recorded | 68fa73ab1e209131cea5dceb |
| AUDIO GRAPH | 35.6 | Not recorded | 68fa73ab1e209131cea5dceb |
| ORACLE GRAPH | 35.6 | Not recorded | 68fa73ab1e209131cea5dceb |
| PIPELINE SEQ2LABEL | 35.6 | Not recorded | 68fa73ab1e209131cea5dceb |
| PIPELINE GRAPH | 35.6 | Not recorded | 68fa73ab1e209131cea5dceb |
| PIPELINE HOPS | 35.6 | Not recorded | 68fa73ab1e209131cea5dceb |
| AUDIO SEQ2LABEL | 35.9 | Not recorded | 68fa73ab1e209131cea5dceb |
| ORACLE SEQ2LABEL | 36.3 | Not recorded | 68fa73ab1e209131cea5dceb |

### TEXT SEQ2LABEL

WER: 0. Result ID: 699307663a6c314849132cb9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

Recorded evaluation configuration: {"Modality":"Text","Architecture":"Seq2Label","Parameters":"110M + 39.2M","Pre-training":"CamemBERT"}. This record does not assert independent reproduction.

### TEXT GRAPH

WER: 0. Result ID: 699307663a6c314849132cba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

[Implementation](<https://github.com/Pupiera/Growing_tree_on_sound>)

Recorded evaluation configuration: {"Modality":"Text","Architecture":"Graph","Parameters":"110M + 41.4M","Pre-training":"CamemBERT"}. This record does not assert independent reproduction.

### TEXT HOPS

WER: 0. Result ID: 699307663a6c314849132cbb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

[Implementation](<https://github.com/Pupiera/Growing_tree_on_sound>)

Recorded evaluation configuration: {"Modality":"Text","Architecture":"Hops","Parameters":"110M + 100M","Pre-training":"CamemBERT"}. This record does not assert independent reproduction.

### AUDIO GRAPH

WER: 35.6. Result ID: 699307663a6c314849132cb3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

[Implementation](<https://github.com/Pupiera/Growing_tree_on_sound>)

Recorded evaluation configuration: {"Modality":"Audio","Architecture":"Graph","Parameters":"315M + 34.9M","Pre-training":"Wav2vec2"}. This record does not assert independent reproduction.

### ORACLE GRAPH

WER: 35.6. Result ID: 699307663a6c314849132cb5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

[Implementation](<https://github.com/Pupiera/Growing_tree_on_sound>)

Recorded evaluation configuration: {"Modality":"Oracle","Architecture":"Graph","Parameters":"315M + 34.9M","Pre-training":"Wav2vec2"}. This record does not assert independent reproduction.

### PIPELINE SEQ2LABEL

WER: 35.6. Result ID: 699307663a6c314849132cb6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

Recorded evaluation configuration: {"Modality":"Pipeline","Architecture":"Seq2Label","Parameters":"314M + 110M + 39.2M","Pre-training":"Wav2vec2 + CamemBERT"}. This record does not assert independent reproduction.

### PIPELINE GRAPH

WER: 35.6. Result ID: 699307663a6c314849132cb7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

[Implementation](<https://github.com/Pupiera/Growing_tree_on_sound>)

Recorded evaluation configuration: {"Modality":"Pipeline","Architecture":"Graph","Parameters":"314M + 110M + 41.4M","Pre-training":"Wav2vec2 + CamemBERT"}. This record does not assert independent reproduction.

### PIPELINE HOPS

WER: 35.6. Result ID: 699307663a6c314849132cb8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

[Implementation](<https://github.com/Pupiera/Growing_tree_on_sound>)

Recorded evaluation configuration: {"Modality":"Pipeline","Architecture":"Hops","Parameters":"314M + 110M + 100M","Pre-training":"Wav2vec2 + CamemBERT"}. This record does not assert independent reproduction.

### AUDIO SEQ2LABEL

WER: 35.9. Result ID: 699307663a6c314849132cb2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

Recorded evaluation configuration: {"Modality":"Audio","Architecture":"Seq2Label","Parameters":"315M + 34.9M","Pre-training":"Wav2vec2"}. This record does not assert independent reproduction.

### ORACLE SEQ2LABEL

WER: 36.3. Result ID: 699307663a6c314849132cb4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73ab1e209131cea5dceb.md>)

Recorded evaluation configuration: {"Modality":"Oracle","Architecture":"Seq2Label","Parameters":"315M + 34.9M","Pre-training":"Wav2vec2"}. This record does not assert independent reproduction.

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