# Sentiment Analysis on SentiBR (Portuguese) 2017 (test)

Source: [Sentiment Analysis on SentiBR (Portuguese) 2017 (test)](<https://www.sota2.com/research/sota/sentiment-analysis-on-sentibr-portuguese-2017-test>)

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

Data updated: 2026-02-26T05:51:31.169Z

Evaluation of Sentiment Analysis performance on the test split of the SentiBR (Portuguese) 2017 dataset, measured by Macro-F1.

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 | Sentiment Analysis |
| Dataset (including any stated split) | SentiBR (Portuguese) 2017 (test) |
| Metric | Macro F1 Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Macro F1 Score](<https://www.sota2.com/research/sota/sentiment-analysis-on-sentibr-portuguese-2017-test.md?metric=Macro%20F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Macro F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| XLM-T | 76.08 | Not recorded | 68fa6c881e209131cea34843 |
| XLM-T | 75.98 | Not recorded | 68fa6c881e209131cea34843 |
| XLM-T | 75.42 | Not recorded | 68fa6c881e209131cea34843 |
| XLM-R | 71.87 | Not recorded | 68fa6c881e209131cea34843 |
| XLM-R | 69.79 | Not recorded | 68fa6c881e209131cea34843 |
| XLM-R | 67.11 | Not recorded | 68fa6c881e209131cea34843 |
| FT | 55.05 | Not recorded | 68fa6c881e209131cea34843 |

### XLM-T

Macro F1 Score: 76.08. Result ID: 698f202a3a6c314849f602b9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c881e209131cea34843.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c881e209131cea34843.md>)

[Implementation](<https://github.com/cardiffnlp/xlm-t>)

Recorded evaluation configuration: {"Training Setting":"Bilingual","Bilingual Transfer Source Language":"En"}. This record does not assert independent reproduction.

### XLM-T

Macro F1 Score: 75.98. Result ID: 698f202a3a6c314849f602b7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c881e209131cea34843.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c881e209131cea34843.md>)

[Implementation](<https://github.com/cardiffnlp/xlm-t>)

Recorded evaluation configuration: {"Training Setting":"Monolingual"}. This record does not assert independent reproduction.

### XLM-T

Macro F1 Score: 75.42. Result ID: 698f202a3a6c314849f602bb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c881e209131cea34843.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c881e209131cea34843.md>)

[Implementation](<https://github.com/cardiffnlp/xlm-t>)

Recorded evaluation configuration: {"Training Setting":"Multilingual"}. This record does not assert independent reproduction.

### XLM-R

Macro F1 Score: 71.87. Result ID: 698f202a3a6c314849f602b8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c881e209131cea34843.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67521e209131cea15706.md>)

Recorded evaluation configuration: {"Training Setting":"Bilingual","Bilingual Transfer Source Language":"Sp"}. This record does not assert independent reproduction.

### XLM-R

Macro F1 Score: 69.79. Result ID: 698f202a3a6c314849f602ba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c881e209131cea34843.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67521e209131cea15706.md>)

Recorded evaluation configuration: {"Training Setting":"Multilingual"}. This record does not assert independent reproduction.

### XLM-R

Macro F1 Score: 67.11. Result ID: 698f202a3a6c314849f602b6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c881e209131cea34843.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67521e209131cea15706.md>)

Recorded evaluation configuration: {"Training Setting":"Monolingual"}. This record does not assert independent reproduction.

### FT

Macro F1 Score: 55.05. Result ID: 698f202a3a6c314849f602b5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c881e209131cea34843.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62a21e209131ce9fa626.md>)

[Implementation](<https://github.com/facebookresearch/fastText>)

Recorded evaluation configuration: {"Training Setting":"Monolingual"}. This record does not assert independent reproduction.

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