# Question Answering on TriviaQA (Mean, Std, p-value)

Source: [Question Answering on TriviaQA (Mean, Std, p-value)](<https://www.sota2.com/research/sota/question-answering-on-triviaqa-mean-std-p-value>)

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

Data updated: 2026-05-11T09:27:11.635Z

Evaluation of model performance on the TriviaQA dataset for Question Answering, reporting statistical summary metrics including Mean, Standard Deviation, and p-value.

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 | Question Answering |
| Dataset (including any stated split) | TriviaQA |
| Metric | Mean Score (TriviaQA) |
| 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

- [Mean Score (TriviaQA)](<https://www.sota2.com/research/sota/question-answering-on-triviaqa-mean-std-p-value.md?metric=Mean%20Score%20(TriviaQA)>): Higher is better; unit: PERCENT.

- [Std Dev (TriviaQA)](<https://www.sota2.com/research/sota/question-answering-on-triviaqa-mean-std-p-value.md?metric=Std%20Dev%20(TriviaQA)>): Lower is better; unit: SCALAR.

- [P-Value (TriviaQA)](<https://www.sota2.com/research/sota/question-answering-on-triviaqa-mean-std-p-value.md?metric=P-Value%20(TriviaQA)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Mean Score (TriviaQA) | Result date | Report paper |
| --- | --- | --- | --- |
| ZeroSearch | 65.5 | Not recorded | 68fa7bc41e209131cea8a48a |
| ReSeek | 64.1 | Not recorded | 68fa7bc41e209131cea8a48a |
| ZeroSearch | 57.4 | Not recorded | 68fa7bc41e209131cea8a48a |
| ReSeek | 55.5 | Not recorded | 68fa7bc41e209131cea8a48a |

### ZeroSearch

Mean Score (TriviaQA): 65.5. Result ID: 6a01a0d347f34ce924e3cc8b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc41e209131cea8a48a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa789d1e209131cea79568.md>)

Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction.

### ReSeek

Mean Score (TriviaQA): 64.1. Result ID: 6a01a0d347f34ce924e3cc8c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc41e209131cea8a48a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bc41e209131cea8a48a.md>)

Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction.

### ZeroSearch

Mean Score (TriviaQA): 57.4. Result ID: 6a01a0d347f34ce924e3cc8d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc41e209131cea8a48a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa789d1e209131cea79568.md>)

Recorded evaluation configuration: {"Model Size":"3B"}. This record does not assert independent reproduction.

### ReSeek

Mean Score (TriviaQA): 55.5. Result ID: 6a01a0d347f34ce924e3cc8e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bc41e209131cea8a48a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bc41e209131cea8a48a.md>)

Recorded evaluation configuration: {"Model Size":"3B"}. This record does not assert independent reproduction.

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