# Self-introduction generation on Twitter (test)

Source: [Self-introduction generation on Twitter (test)](<https://www.sota2.com/research/sota/self-introduction-generation-on-twitter-test>)

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

Data updated: 2026-02-26T06:00:39.512Z

Evaluation of model performance on the test split of the Twitter dataset specifically for Self-introduction generation, 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 | Self-introduction generation |
| Dataset (including any stated split) | Twitter (test) |
| Metric | ROUGE-1 Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 11 of 11 |
| 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 Score](<https://www.sota2.com/research/sota/self-introduction-generation-on-twitter-test.md?metric=ROUGE-1%20Score>): Higher is better; unit: PERCENT.

- [ROUGE-2 Score](<https://www.sota2.com/research/sota/self-introduction-generation-on-twitter-test.md?metric=ROUGE-2%20Score>): Higher is better; unit: PERCENT.

- [ROUGE-L Score](<https://www.sota2.com/research/sota/self-introduction-generation-on-twitter-test.md?metric=ROUGE-L%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ROUGE-1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| Oracle\_A+Topic | 29.36 | Not recorded | 68fa6f7e1e209131cea45f4b |
| Oracle\_A | 28.97 | Not recorded | 68fa6f7e1e209131cea45f4b |
| UTGED | 24.99 | Not recorded | 68fa6f7e1e209131cea45f4b |
| PEGASUS-X | 24.1 | Not recorded | 68fa6f7e1e209131cea45f4b |
| T5 | 23.93 | Not recorded | 68fa6f7e1e209131cea45f4b |
| BART | 23.92 | Not recorded | 68fa6f7e1e209131cea45f4b |
| GSum | 22.19 | Not recorded | 68fa6f7e1e209131cea45f4b |
| Oracle\_E | 20.89 | Not recorded | 68fa6f7e1e209131cea45f4b |
| Consen | 14.86 | Not recorded | 68fa6f7e1e209131cea45f4b |
| TextRank | 13.6 | Not recorded | 68fa6f7e1e209131cea45f4b |
| BERTExt | 11.67 | Not recorded | 68fa6f7e1e209131cea45f4b |

### Oracle\_A+Topic

ROUGE-1 Score: 29.36. Result ID: 6990c5373a6c314849032613.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7e1e209131cea45f4b.md>)

Recorded evaluation configuration: {"Category":"Abstractive"}. This record does not assert independent reproduction.

### Oracle\_A

ROUGE-1 Score: 28.97. Result ID: 6990c5373a6c314849032612.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7e1e209131cea45f4b.md>)

Recorded evaluation configuration: {"Category":"Abstractive"}. This record does not assert independent reproduction.

### UTGED

ROUGE-1 Score: 24.99. Result ID: 6990c5373a6c314849032610.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7e1e209131cea45f4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f7e1e209131cea45f4b.md>)

[Implementation](<https://github.com/cpaaax/UTGED>)

Recorded evaluation configuration: {"Category":"Abstractive"}. This record does not assert independent reproduction.

### PEGASUS-X

ROUGE-1 Score: 24.1. Result ID: 6990c5373a6c31484903260d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7e1e209131cea45f4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d2e1e209131cea38276.md>)

Recorded evaluation configuration: {"Category":"Abstractive"}. This record does not assert independent reproduction.

### T5

ROUGE-1 Score: 23.93. Result ID: 6990c5373a6c31484903260c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7e1e209131cea45f4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa709e1e209131cea4c470.md>)

[Implementation](<https://github.com/google-research/text-to-text-transfer-transformer>)

Recorded evaluation configuration: {"Category":"Abstractive"}. This record does not assert independent reproduction.

### BART

ROUGE-1 Score: 23.92. Result ID: 6990c5373a6c31484903260f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7e1e209131cea45f4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66921e209131cea10fff.md>)

Recorded evaluation configuration: {"Category":"Abstractive"}. This record does not assert independent reproduction.

### GSum

ROUGE-1 Score: 22.19. Result ID: 6990c5373a6c31484903260e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7e1e209131cea45f4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ce1e209131cea2432f.md>)

Recorded evaluation configuration: {"Category":"Abstractive"}. This record does not assert independent reproduction.

### Oracle\_E

ROUGE-1 Score: 20.89. Result ID: 6990c5373a6c314849032611.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7e1e209131cea45f4b.md>)

Recorded evaluation configuration: {"Category":"Abstractive"}. This record does not assert independent reproduction.

### Consen

ROUGE-1 Score: 14.86. Result ID: 6990c5373a6c31484903260b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7e1e209131cea45f4b.md>)

Recorded evaluation configuration: {"Category":"Extractive"}. This record does not assert independent reproduction.

### TextRank

ROUGE-1 Score: 13.6. Result ID: 6990c5373a6c31484903260a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7e1e209131cea45f4b.md>)

Recorded evaluation configuration: {"Category":"Extractive"}. This record does not assert independent reproduction.

### BERTExt

ROUGE-1 Score: 11.67. Result ID: 6990c5373a6c314849032609.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7e1e209131cea45f4b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa665a1e209131cea0fbf1.md>)

[Implementation](<https://github.com/nlpyang/PreSumm>)

Recorded evaluation configuration: {"Category":"Extractive"}. This record does not assert independent reproduction.

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