# Social Media Text Summarization on Weibo (test)

Source: [Social Media Text Summarization on Weibo (test)](<https://www.sota2.com/research/sota/social-media-text-summarization-on-weibo-test>)

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

Data updated: 2026-02-26T06:00:32.173Z

Evaluation of Social Media Text Summarization performance on the test split of the Weibo dataset, typically measured using ROUGE metrics (R-1, R-2, R-L).

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 | Social Media Text Summarization |
| Dataset (including any stated split) | Weibo (test) |
| Metric | ROUGE-1 |
| 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

- [ROUGE-1](<https://www.sota2.com/research/sota/social-media-text-summarization-on-weibo-test.md?metric=ROUGE-1>): Higher is better; unit: PERCENT.

- [ROUGE-2](<https://www.sota2.com/research/sota/social-media-text-summarization-on-weibo-test.md?metric=ROUGE-2>): Higher is better; unit: PERCENT.

- [ROUGE-L](<https://www.sota2.com/research/sota/social-media-text-summarization-on-weibo-test.md?metric=ROUGE-L>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ROUGE-1 | Result date | Report paper |
| --- | --- | --- | --- |
| RASG | 30.33 | Not recorded | 68fa65351e209131cea08f6f |
| CGU | 27.32 | Not recorded | 68fa65351e209131cea08f6f |
| S2SR | 24.7 | Not recorded | 68fa65351e209131cea08f6f |
| S2S | 23.86 | Not recorded | 68fa65351e209131cea08f6f |
| TextRank | 13.5 | Not recorded | 68fa65351e209131cea08f6f |
| LEAD1 | 5.51 | Not recorded | 68fa65351e209131cea08f6f |

### RASG

ROUGE-1: 30.33. Result ID: 698ca2470b614d12cff217c8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65351e209131cea08f6f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65351e209131cea08f6f.md>)

[Implementation](<http://t.cn/EAH5JxS>)

Recorded evaluation configuration: {"Beam size":5,"Word embedding dimension":256,"Hidden units":512,"Full name":"Reader-Aware Summary Generator"}. This record does not assert independent reproduction.

### CGU

ROUGE-1: 27.32. Result ID: 698ca2470b614d12cff217c7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65351e209131cea08f6f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64811e209131cea04f6b.md>)

[Implementation](<https://www.github.com/lancopku/Global-Encoding>)

Recorded evaluation configuration: {"Beam size":5,"Word embedding dimension":256,"Hidden units":512,"Architecture":"Convolutional Gated Unit"}. This record does not assert independent reproduction.

### S2SR

ROUGE-1: 24.7. Result ID: 698ca2470b614d12cff217c6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65351e209131cea08f6f.md>)

Recorded evaluation configuration: {"Beam size":5,"Word embedding dimension":256,"Hidden units":512,"Architecture":"Sequence-to-sequence with reader attention"}. This record does not assert independent reproduction.

### S2S

ROUGE-1: 23.86. Result ID: 698ca2470b614d12cff217c5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65351e209131cea08f6f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa619e1e209131ce9f5369.md>)

Recorded evaluation configuration: {"Beam size":5,"Word embedding dimension":256,"Hidden units":512,"Framework":"Sequence-to-sequence"}. This record does not assert independent reproduction.

### TextRank

ROUGE-1: 13.5. Result ID: 698ca2470b614d12cff217ca.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65351e209131cea08f6f.md>)

Recorded evaluation configuration: {"Method type":"Extractive","Description":"Graph-based sentence ranking"}. This record does not assert independent reproduction.

### LEAD1

ROUGE-1: 5.51. Result ID: 698ca2470b614d12cff217c9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65351e209131cea08f6f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62d71e209131ce9fb8c6.md>)

Recorded evaluation configuration: {"Method type":"Extractive","Description":"Selects first sentence of document"}. This record does not assert independent reproduction.

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