# Generative Question Answering on TruthfulQA (ROUGE-1, ROUGE-2)

Source: [Generative Question Answering on TruthfulQA (ROUGE-1, ROUGE-2)](<https://www.sota2.com/research/sota/generative-question-answering-on-truthfulqa-rouge-1-rouge-2>)

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

Data updated: 2026-05-29T07:52:51.453Z

Evaluation of generative model performance on the TruthfulQA dataset using ROUGE metrics (ROUGE-1 and ROUGE-2) to assess response overlap and quality.

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 | Generative Question Answering |
| Dataset (including any stated split) | TruthfulQA |
| Metric | ROUGE-1 |
| 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

- [ROUGE-1](<https://www.sota2.com/research/sota/generative-question-answering-on-truthfulqa-rouge-1-rouge-2.md?metric=ROUGE-1>): Higher is better; unit: PERCENT.

- [ROUGE-2](<https://www.sota2.com/research/sota/generative-question-answering-on-truthfulqa-rouge-1-rouge-2.md?metric=ROUGE-2>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ROUGE-1 | Result date | Report paper |
| --- | --- | --- | --- |
| KLAS | 64.5 | Not recorded | 6a191dabdbd7150506f82902 |
| ESTA | 63.1 | Not recorded | 6a191dabdbd7150506f82902 |
| KLAS | 59.3 | Not recorded | 6a191dabdbd7150506f82902 |
| ESTA | 57.6 | Not recorded | 6a191dabdbd7150506f82902 |

### KLAS

ROUGE-1: 64.5. Result ID: 6a1945a2fbc373592c13683b.

[Reporting paper](<https://www.sota2.com/research/paper/6a191dabdbd7150506f82902.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a191dabdbd7150506f82902.md>)

Recorded evaluation configuration: {"Model":"Stitched LLaMa 2.6 B","Finetuning Epochs":"10"}. This record does not assert independent reproduction.

### ESTA

ROUGE-1: 63.1. Result ID: 6a1945a2fbc373592c13683a.

[Reporting paper](<https://www.sota2.com/research/paper/6a191dabdbd7150506f82902.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74031e209131cea5f381.md>)

Recorded evaluation configuration: {"Model":"Stitched LLaMa 2.7 B","Finetuning Epochs":"10"}. This record does not assert independent reproduction.

### KLAS

ROUGE-1: 59.3. Result ID: 6a1945a2fbc373592c136839.

[Reporting paper](<https://www.sota2.com/research/paper/6a191dabdbd7150506f82902.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a191dabdbd7150506f82902.md>)

Recorded evaluation configuration: {"Model":"Stitched LLaMa 1.4 B","Finetuning Epochs":"10"}. This record does not assert independent reproduction.

### ESTA

ROUGE-1: 57.6. Result ID: 6a1945a2fbc373592c136838.

[Reporting paper](<https://www.sota2.com/research/paper/6a191dabdbd7150506f82902.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74031e209131cea5f381.md>)

Recorded evaluation configuration: {"Model":"Stitched LLaMa 1.6 B","Finetuning Epochs":"10"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
