# Closed-book question answering on TriviaQA filtered (dev)

Source: [Closed-book question answering on TriviaQA filtered (dev)](<https://www.sota2.com/research/sota/closed-book-question-answering-on-triviaqa-filtered-dev>)

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

Data updated: 2026-02-26T05:28:40.022Z

Evaluation of Closed-book Question Answering performance on the development split of the filtered TriviaQA dataset, reporting Accuracy.

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 | Closed-book question answering |
| Dataset (including any stated split) | TriviaQA filtered (dev) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

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

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| FiD + Distillation | 72.5 | Not recorded | 68fa6e5c1e209131cea3f593 |
| Chinchilla | 64.6 | Not recorded | 68fa6e5c1e209131cea3f593 |
| Chinchilla | 64.1 | Not recorded | 68fa6e5c1e209131cea3f593 |
| Gopher | 57.2 | Not recorded | 68fa6e5c1e209131cea3f593 |
| Gopher | 57 | Not recorded | 68fa6e5c1e209131cea3f593 |
| Chinchilla | 55.4 | Not recorded | 68fa6e5c1e209131cea3f593 |
| Gopher | 43.5 | Not recorded | 68fa6e5c1e209131cea3f593 |

### FiD + Distillation

Accuracy: 72.5. Result ID: 699016523a6c314849fe0aaa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e5c1e209131cea3f593.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d321e209131cea38511.md>)

[Implementation](<https://www.sota2.com/github.com/facebookresearch/FiD>)

Recorded evaluation configuration: {"evaluation\_protocol":"open book"}. This record does not assert independent reproduction.

### Chinchilla

Accuracy: 64.6. Result ID: 699016523a6c314849fe0aa6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e5c1e209131cea3f593.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e5c1e209131cea3f593.md>)

Recorded evaluation configuration: {"shots":"64-shot"}. This record does not assert independent reproduction.

### Chinchilla

Accuracy: 64.1. Result ID: 699016523a6c314849fe0aa5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e5c1e209131cea3f593.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e5c1e209131cea3f593.md>)

Recorded evaluation configuration: {"shots":"5-shot"}. This record does not assert independent reproduction.

### Gopher

Accuracy: 57.2. Result ID: 699016523a6c314849fe0aa9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e5c1e209131cea3f593.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ba51e209131cea2f8bf.md>)

Recorded evaluation configuration: {"shots":"64-shot"}. This record does not assert independent reproduction.

### Gopher

Accuracy: 57. Result ID: 699016523a6c314849fe0aa8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e5c1e209131cea3f593.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ba51e209131cea2f8bf.md>)

Recorded evaluation configuration: {"shots":"5-shot"}. This record does not assert independent reproduction.

### Chinchilla

Accuracy: 55.4. Result ID: 699016523a6c314849fe0aa4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e5c1e209131cea3f593.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e5c1e209131cea3f593.md>)

Recorded evaluation configuration: {"shots":"0-shot"}. This record does not assert independent reproduction.

### Gopher

Accuracy: 43.5. Result ID: 699016523a6c314849fe0aa7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e5c1e209131cea3f593.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ba51e209131cea2f8bf.md>)

Recorded evaluation configuration: {"shots":"0-shot"}. This record does not assert independent reproduction.

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