# Commonsense Question Answering on CSQA out-of-domain

Source: [Commonsense Question Answering on CSQA out-of-domain](<https://www.sota2.com/research/sota/commonsense-question-answering-on-csqa-out-of-domain>)

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

Data updated: 2026-06-17T07:27:55.951Z

Evaluation of model performance on the out-of-domain split of the CSQA dataset for Commonsense Question Answering, reporting Accuracy (ACC) and Token count (Tok).

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 | Commonsense Question Answering |
| Dataset (including any stated split) | CSQA out-of-domain |
| Metric | Accuracy |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/commonsense-question-answering-on-csqa-out-of-domain.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Token Count](<https://www.sota2.com/research/sota/commonsense-question-answering-on-csqa-out-of-domain.md?metric=Token%20Count>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SuCo | 49.3 | Not recorded | 6a322a03d33dfb23e783ea7f |
| DeepSeek-R1-Distill | 45 | Not recorded | 6a322a03d33dfb23e783ea7f |
| MFT | 26.6 | Not recorded | 6a322a03d33dfb23e783ea7f |
| Full CoT SFT | 19.4 | Not recorded | 6a322a03d33dfb23e783ea7f |

### SuCo

Accuracy: 49.3. Result ID: 6a324c64fbc373592c2f771e.

[Reporting paper](<https://www.sota2.com/research/paper/6a322a03d33dfb23e783ea7f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a322a03d33dfb23e783ea7f.md>)

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

### DeepSeek-R1-Distill

Accuracy: 45. Result ID: 6a324c64fbc373592c2f771b.

[Reporting paper](<https://www.sota2.com/research/paper/6a322a03d33dfb23e783ea7f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76a91e209131cea6e3eb.md>)

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

### MFT

Accuracy: 26.6. Result ID: 6a324c64fbc373592c2f771d.

[Reporting paper](<https://www.sota2.com/research/paper/6a322a03d33dfb23e783ea7f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a322a03d33dfb23e783ea7f.md>)

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

### Full CoT SFT

Accuracy: 19.4. Result ID: 6a324c64fbc373592c2f771c.

[Reporting paper](<https://www.sota2.com/research/paper/6a322a03d33dfb23e783ea7f.md>)

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

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