# Question Answering on TriviaQA matched-N (test)

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

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

Data updated: 2026-06-01T08:04:24.858Z

Evaluation of model performance on the 'matched-N' subset of the TriviaQA test split for Question Answering, 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 | Question Answering |
| Dataset (including any stated split) | TriviaQA matched-N (test) |
| Metric | Accuracy |
| 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

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

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Oracle topology | 88.1 | Not recorded | 6a1d120fdbd7150506f83faf |
| Majority over topologies | 84.69 | Not recorded | 6a1d120fdbd7150506f83faf |
| Highest mean log-prob | 84.69 | Not recorded | 6a1d120fdbd7150506f83faf |
| CAGE-SELECT | 84.69 | Not recorded | 6a1d120fdbd7150506f83faf |
| Highest plurality share | 84.35 | Not recorded | 6a1d120fdbd7150506f83faf |
| debate | 84.01 | Not recorded | 6a1d120fdbd7150506f83faf |
| hub-spoke | 84.01 | Not recorded | 6a1d120fdbd7150506f83faf |
| Per-bench best fixed | 84.01 | Not recorded | 6a1d120fdbd7150506f83faf |
| iid | 83.67 | Not recorded | 6a1d120fdbd7150506f83faf |
| tree | 82.99 | Not recorded | 6a1d120fdbd7150506f83faf |
| chain | 82.65 | Not recorded | 6a1d120fdbd7150506f83faf |

### Oracle topology

Accuracy: 88.1. Result ID: 6a1d3b79fbc373592c1636d9.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d120fdbd7150506f83faf.md>)

Recorded evaluation configuration: {"Topology Category":"Confidence-routed"}. This record does not assert independent reproduction.

### Majority over topologies

Accuracy: 84.69. Result ID: 6a1d3b79fbc373592c1636d5.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d120fdbd7150506f83faf.md>)

Recorded evaluation configuration: {"Topology Category":"Selection w/o learned confidence"}. This record does not assert independent reproduction.

### Highest mean log-prob

Accuracy: 84.69. Result ID: 6a1d3b79fbc373592c1636d7.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d120fdbd7150506f83faf.md>)

Recorded evaluation configuration: {"Topology Category":"Selection w/o learned confidence"}. This record does not assert independent reproduction.

### CAGE-SELECT

Accuracy: 84.69. Result ID: 6a1d3b79fbc373592c1636d8.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d120fdbd7150506f83faf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1d120fdbd7150506f83faf.md>)

Recorded evaluation configuration: {"Topology Category":"Confidence-routed"}. This record does not assert independent reproduction.

### Highest plurality share

Accuracy: 84.35. Result ID: 6a1d3b79fbc373592c1636d6.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d120fdbd7150506f83faf.md>)

Recorded evaluation configuration: {"Topology Category":"Selection w/o learned confidence"}. This record does not assert independent reproduction.

### debate

Accuracy: 84.01. Result ID: 6a1d3b79fbc373592c1636d0.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d120fdbd7150506f83faf.md>)

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

### hub-spoke

Accuracy: 84.01. Result ID: 6a1d3b79fbc373592c1636d2.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d120fdbd7150506f83faf.md>)

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

### Per-bench best fixed

Accuracy: 84.01. Result ID: 6a1d3b79fbc373592c1636d4.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d120fdbd7150506f83faf.md>)

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

### iid

Accuracy: 83.67. Result ID: 6a1d3b79fbc373592c1636cf.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d120fdbd7150506f83faf.md>)

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

### tree

Accuracy: 82.99. Result ID: 6a1d3b79fbc373592c1636d3.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d120fdbd7150506f83faf.md>)

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

### chain

Accuracy: 82.65. Result ID: 6a1d3b79fbc373592c1636d1.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d120fdbd7150506f83faf.md>)

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

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