# Nested Term Recognition on RuTermEval Track 2 (test)

Source: [Nested Term Recognition on RuTermEval Track 2 (test)](<https://www.sota2.com/research/sota/nested-term-recognition-on-rutermeval-track-2-test>)

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

Data updated: 2026-02-26T06:07:28.999Z

Evaluation of Nested Term Recognition (Identification and Classification) performance on the test split of the RuTermEval Track 2 competition.

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 | Nested Term Recognition (Identification and Classification) |
| Dataset (including any stated split) | RuTermEval Track 2 competition (test) |
| Metric | Total Score |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [Total Score](<https://www.sota2.com/research/sota/nested-term-recognition-on-rutermeval-track-2-test.md?metric=Total%20Score>): Higher is better; unit: SCALAR.

- [Weighted F1](<https://www.sota2.com/research/sota/nested-term-recognition-on-rutermeval-track-2-test.md?metric=Weighted%20F1>): Higher is better; unit: PERCENT.

- [Class-agnostic F1](<https://www.sota2.com/research/sota/nested-term-recognition-on-rutermeval-track-2-test.md?metric=Class-agnostic%20F1>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Total Score | Result date | Report paper |
| --- | --- | --- | --- |
| Binder (fulstock) | 0.6997 | Not recorded | 68fa78751e209131cea78720 |
| VladSemak | 0.6996 | Not recorded | 68fa78751e209131cea78720 |
| VatolinAlexey | 0.5797 | Not recorded | 68fa78751e209131cea78720 |
| ragunna | 0.5043 | Not recorded | 68fa78751e209131cea78720 |
| angyling | 0.3137 | Not recorded | 68fa78751e209131cea78720 |

### Binder (fulstock)

Total Score: 0.6997. Result ID: 69958a773badfaffe683d8f1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78751e209131cea78720.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78751e209131cea78720.md>)

[Implementation](<https://github.com/fulstock/Methods-for-Recognizing-Nested-Terms>)

Recorded evaluation configuration: {"Team Name":"LAIR RCC MSU","Optimizer":"AdamW","Batch size":8,"Maximum sequence length":192,"doc\_stride":16,"Learning rate":"3e-5"}. This record does not assert independent reproduction.

### VladSemak

Total Score: 0.6996. Result ID: 69958a773badfaffe683d8f2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78751e209131cea78720.md>)

Recorded evaluation configuration: {"Team Name":"VSemak"}. This record does not assert independent reproduction.

### VatolinAlexey

Total Score: 0.5797. Result ID: 69958a773badfaffe683d8f3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78751e209131cea78720.md>)

Recorded evaluation configuration: {"Team Name":"ai"}. This record does not assert independent reproduction.

### ragunna

Total Score: 0.5043. Result ID: 69958a773badfaffe683d8f4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78751e209131cea78720.md>)

Recorded evaluation configuration: {"Team Name":"KIPL SPBU"}. This record does not assert independent reproduction.

### angyling

Total Score: 0.3137. Result ID: 69958a773badfaffe683d8f5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78751e209131cea78720.md>)

Recorded evaluation configuration: {"Team Name":null}. This record does not assert independent reproduction.

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