# Aspect Sentiment Triplet Extraction on Czech (test)

Source: [Aspect Sentiment Triplet Extraction on Czech (test)](<https://www.sota2.com/research/sota/aspect-sentiment-triplet-extraction-on-czech-test>)

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

Data updated: 2026-03-05T08:43:23.169Z

Evaluation of Aspect Sentiment Triplet Extraction performance on the test split of the Czech dataset, measured using F1 score.

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 | Aspect Sentiment Triplet Extraction |
| Dataset (including any stated split) | Czech (test) |
| Metric | F1 Score |
| Unit | PERCENT |
| Direction | Higher 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

- [F1 Score](<https://www.sota2.com/research/sota/aspect-sentiment-triplet-extraction-on-czech-test.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| mT5 | 70.93 | Not recorded | 69a124eb2d603e6de3e3c32a |
| Aya 23 8B | 69.28 | Not recorded | 69a124eb2d603e6de3e3c32a |
| Gemma 3 12B | 68.16 | Not recorded | 69a124eb2d603e6de3e3c32a |
| Orca 2 13B | 67.35 | Not recorded | 69a124eb2d603e6de3e3c32a |
| LLaMA 3.1 8B | 66.7 | Not recorded | 69a124eb2d603e6de3e3c32a |
| Gemma 3 4B | 66.01 | Not recorded | 69a124eb2d603e6de3e3c32a |

### mT5

F1 Score: 70.93. Result ID: 69a942176dbb7075b952c6ec.

[Reporting paper](<https://www.sota2.com/research/paper/69a124eb2d603e6de3e3c32a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa697f1e209131cea2276f.md>)

Recorded evaluation configuration: {"Training":"multilingual fine-tuning"}. This record does not assert independent reproduction.

### Aya 23 8B

F1 Score: 69.28. Result ID: 69a942176dbb7075b952c6ed.

[Reporting paper](<https://www.sota2.com/research/paper/69a124eb2d603e6de3e3c32a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73621e209131cea5c148.md>)

Recorded evaluation configuration: {"Training":"multilingual fine-tuning"}. This record does not assert independent reproduction.

### Gemma 3 12B

F1 Score: 68.16. Result ID: 69a942176dbb7075b952c6ef.

[Reporting paper](<https://www.sota2.com/research/paper/69a124eb2d603e6de3e3c32a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746cd.md>)

Recorded evaluation configuration: {"Training":"multilingual fine-tuning"}. This record does not assert independent reproduction.

### Orca 2 13B

F1 Score: 67.35. Result ID: 69a942176dbb7075b952c6f1.

[Reporting paper](<https://www.sota2.com/research/paper/69a124eb2d603e6de3e3c32a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa713d1e209131cea4ffa9.md>)

[Implementation](<https://www.sota2.com/aka.ms/orca-lm>)

Recorded evaluation configuration: {"Training":"multilingual fine-tuning"}. This record does not assert independent reproduction.

### LLaMA 3.1 8B

F1 Score: 66.7. Result ID: 69a942176dbb7075b952c6f0.

[Reporting paper](<https://www.sota2.com/research/paper/69a124eb2d603e6de3e3c32a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d11e209131cea6a028.md>)

[Implementation](<https://github.com/meta-llama/llama-agentic-system>)

Recorded evaluation configuration: {"Training":"multilingual fine-tuning"}. This record does not assert independent reproduction.

### Gemma 3 4B

F1 Score: 66.01. Result ID: 69a942176dbb7075b952c6ee.

[Reporting paper](<https://www.sota2.com/research/paper/69a124eb2d603e6de3e3c32a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746cd.md>)

Recorded evaluation configuration: {"Training":"multilingual fine-tuning"}. This record does not assert independent reproduction.

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