# Dependency Parsing on Finnish (fi) (test)

Source: [Dependency Parsing on Finnish (fi) (test)](<https://www.sota2.com/research/sota/dependency-parsing-on-finnish-fi-test>)

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

Data updated: 2026-02-26T05:48:04.328Z

Evaluation of Dependency Parsing performance on the test split of the Finnish (fi) dataset, measured by metrics such as LAS and LCM.

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) | Finnish (fi) (test) |
| Metric | LAS |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

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

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

## Recorded results

| Method | LAS | Result date | Report paper |
| --- | --- | --- | --- |
| B6 | 89.32 | Not recorded | 68fa79ec1e209131cea7ffee |
| B7 | 89.11 | Not recorded | 68fa79ec1e209131cea7ffee |
| O6 | 88.65 | Not recorded | 68fa79ec1e209131cea7ffee |
| H+ | 88.65 | Not recorded | 68fa79ec1e209131cea7ffee |
| ONP | 88.58 | Not recorded | 68fa79ec1e209131cea7ffee |
| Op | 88.13 | Not recorded | 68fa79ec1e209131cea7ffee |
| B4 | 88.04 | Not recorded | 68fa79ec1e209131cea7ffee |
| DM | 81.87 | Not recorded | 68fa79ec1e209131cea7ffee |

### B6

LAS: 89.32. Result ID: 698b65827a967eddb76e3e07.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffee.md>)

Recorded evaluation configuration: {"Encoding scheme":"6-bit naive bracketing"}. This record does not assert independent reproduction.

### B7

LAS: 89.11. Result ID: 698b65827a967eddb76e3e09.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70f41e209131cea4e5d6.md>)

Recorded evaluation configuration: {"Encoding scheme":"7-bit naive bracketing"}. This record does not assert independent reproduction.

### O6

LAS: 88.65. Result ID: 698b65827a967eddb76e3e08.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffee.md>)

[Implementation](<https://www.sota2.com/github.com/anaezquerro/separ>)

Recorded evaluation configuration: {"Encoding scheme":"6-bit optimal hierarchical bracketing"}. This record does not assert independent reproduction.

### H+

LAS: 88.65. Result ID: 698b65827a967eddb76e3e0b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70241e209131cea4955c.md>)

[Implementation](<https://github.com/rycolab/parsing-as-tagging>)

Recorded evaluation configuration: {"Encoding scheme":"Hexatagging"}. This record does not assert independent reproduction.

### ONP

LAS: 88.58. Result ID: 698b65827a967eddb76e3e0a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffee.md>)

[Implementation](<https://www.sota2.com/github.com/anaezquerro/separ>)

Recorded evaluation configuration: {"Encoding scheme":"Non-projective optimal hierarchical bracketing"}. This record does not assert independent reproduction.

### Op

LAS: 88.13. Result ID: 698b65827a967eddb76e3e06.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffee.md>)

[Implementation](<https://www.sota2.com/github.com/anaezquerro/separ>)

Recorded evaluation configuration: {"Encoding scheme":"Projective optimal hierarchical bracketing"}. This record does not assert independent reproduction.

### B4

LAS: 88.04. Result ID: 698b65827a967eddb76e3e05.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70f41e209131cea4e5d6.md>)

Recorded evaluation configuration: {"Encoding scheme":"4-bit naive bracketing"}. This record does not assert independent reproduction.

### DM

LAS: 81.87. Result ID: 698b65827a967eddb76e3e0c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa79ec1e209131cea7ffee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa632f1e209131ce9fd21d.md>)

Recorded evaluation configuration: {"Inference method":"Biaffine parser"}. This record does not assert independent reproduction.

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