# Sentiment Analysis on 110k Dutch Book Reviews Dataset (test)

Source: [Sentiment Analysis on 110k Dutch Book Reviews Dataset (test)](<https://www.sota2.com/research/sota/sentiment-analysis-on-110k-dutch-book-reviews-dataset-test>)

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

Data updated: 2026-02-26T05:27:35.108Z

Evaluation of Sentiment Analysis performance on the test split of the 110k Dutch Book Reviews Dataset, measured using Accuracy.

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) | 110k Dutch Book Reviews Dataset (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/sentiment-analysis-on-110k-dutch-book-reviews-dataset-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| ULMFiT | 93.8 | Not recorded | 68fa66d41e209131cea12b8d |
| BERTje | 93 | Not recorded | 68fa66d41e209131cea12b8d |
| BERTje | 92.8 | Not recorded | 68fa66d41e209131cea12b8d |
| Multilingual BERT | 89.1 | Not recorded | 68fa66d41e209131cea12b8d |

### ULMFiT

Accuracy: 93.8. Result ID: 698d0b8b8b517eb4331e95fb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b8d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64601e209131cea04261.md>)

[Implementation](<http://nlp.fast.ai/ulmfit>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### BERTje

Accuracy: 93. Result ID: 698d0b8b8b517eb4331e95fe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b8d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b8d.md>)

[Implementation](<https://github.com/wietsedv/bertje>)

Recorded evaluation configuration: {"Checkpoint":"Full"}. This record does not assert independent reproduction.

### BERTje

Accuracy: 92.8. Result ID: 698d0b8b8b517eb4331e95fd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b8d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b8d.md>)

[Implementation](<https://github.com/wietsedv/bertje>)

Recorded evaluation configuration: {"Checkpoint":"850k"}. This record does not assert independent reproduction.

### Multilingual BERT

Accuracy: 89.1. Result ID: 698d0b8b8b517eb4331e95fc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66d41e209131cea12b8d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c31e209131cea0c4ed.md>)

[Implementation](<https://github.com/google-research/bert>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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