# Question Answering on TriviaQA (CoverEM)

Source: [Question Answering on TriviaQA (CoverEM)](<https://www.sota2.com/research/sota/question-answering-on-triviaqa-coverem>)

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

Data updated: 2026-04-14T11:51:50.236Z

Evaluation of model performance on the TriviaQA dataset for Question Answering, reporting the CoverEM metric.

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 | CoverEM |
| 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

- [CoverEM](<https://www.sota2.com/research/sota/question-answering-on-triviaqa-coverem.md?metric=CoverEM>): Higher is better; unit: PERCENT.

## Recorded results

| Method | CoverEM | Result date | Report paper |
| --- | --- | --- | --- |
| GPT-4o | 82.1 | Not recorded | 69ddca4f7d0172140ec79d2d |
| GRIP | 74.9 | Not recorded | 69ddca4f7d0172140ec79d2d |
| DRAGIN | 68 | Not recorded | 69ddca4f7d0172140ec79d2d |
| GainRAG | 64.2 | Not recorded | 69ddca4f7d0172140ec79d2d |

### GPT-4o

CoverEM: 82.1. Result ID: 69de2a1147f34ce924c6c901.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca4f7d0172140ec79d2d.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GRIP

CoverEM: 74.9. Result ID: 69de2a1147f34ce924c6c904.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca4f7d0172140ec79d2d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca4f7d0172140ec79d2d.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DRAGIN

CoverEM: 68. Result ID: 69de2a1147f34ce924c6c902.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca4f7d0172140ec79d2d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74e71e209131cea649a6.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GainRAG

CoverEM: 64.2. Result ID: 69de2a1147f34ce924c6c903.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca4f7d0172140ec79d2d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78ca1e209131cea7a89d.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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