# Text Summarization on Vietnamese News Dataset original (val)

Source: [Text Summarization on Vietnamese News Dataset original (val)](<https://www.sota2.com/research/sota/text-summarization-on-vietnamese-news-dataset-original-val>)

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

Data updated: 2026-02-26T06:00:34.178Z

Evaluation of Text Summarization performance on the validation split of the original Vietnamese News Dataset, measured using ROUGE-1.

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 | Text Summarization |
| Dataset (including any stated split) | Vietnamese News Dataset original (val) |
| Metric | ROUGE-1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [ROUGE-1](<https://www.sota2.com/research/sota/text-summarization-on-vietnamese-news-dataset-original-val.md?metric=ROUGE-1>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ROUGE-1 | Result date | Report paper |
| --- | --- | --- | --- |
| BARTphoword | 61.1 | Not recorded | 68fa6cd71e209131cea362b5 |
| BARTphosyllable | 60.89 | Not recorded | 68fa6cd71e209131cea362b5 |
| mBART | 60.39 | Not recorded | 68fa6cd71e209131cea362b5 |

### BARTphoword

ROUGE-1: 61.1. Result ID: 698f42f23a6c314849f787b5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cd71e209131cea362b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cd71e209131cea362b5.md>)

[Implementation](<https://github.com/VinAIResearch/BARTpho>)

Recorded evaluation configuration: {"duplicate\_article\_removal":false,"tokenization":"word-segmented"}. This record does not assert independent reproduction.

### BARTphosyllable

ROUGE-1: 60.89. Result ID: 698f42f23a6c314849f787b4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cd71e209131cea362b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cd71e209131cea362b5.md>)

[Implementation](<https://github.com/VinAIResearch/BARTpho>)

Recorded evaluation configuration: {"duplicate\_article\_removal":false,"tokenization":"syllable"}. This record does not assert independent reproduction.

### mBART

ROUGE-1: 60.39. Result ID: 698f42f23a6c314849f787b3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6cd71e209131cea362b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66eb1e209131cea132db.md>)

Recorded evaluation configuration: {"duplicate\_article\_removal":false}. This record does not assert independent reproduction.

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