# Question Answering on ARC-C (medium)

Source: [Question Answering on ARC-C (medium)](<https://www.sota2.com/research/sota/question-answering-on-arc-c-medium>)

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

Data updated: 2026-02-26T05:30:24.908Z

Evaluation of model performance on the medium difficulty subset of the ARC Challenge (ARC-C) dataset for Question Answering, typically measured by 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) | ARC-C (medium) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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-arc-c-medium.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Thrust | 64.9 | Not recorded | 68fa777a1e209131cea73718 |
| Default | 64.4 | Not recorded | 68fa777a1e209131cea73718 |
| Default | 52.3 | Not recorded | 68fa777a1e209131cea73718 |
| Thrust | 51.2 | Not recorded | 68fa777a1e209131cea73718 |
| Default | 45 | Not recorded | 68fa777a1e209131cea73718 |
| Thrust | 44.5 | Not recorded | 68fa777a1e209131cea73718 |

### Thrust

Accuracy: 64.9. Result ID: 6995385a3badfaffe61f04b6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73718.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73718.md>)

Recorded evaluation configuration: {"Backbone":"UnifiedQA-3b"}. This record does not assert independent reproduction.

### Default

Accuracy: 64.4. Result ID: 6995385a3badfaffe61f04b5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73718.md>)

Recorded evaluation configuration: {"Backbone":"UnifiedQA-3b"}. This record does not assert independent reproduction.

### Default

Accuracy: 52.3. Result ID: 6995385a3badfaffe61f04b3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73718.md>)

Recorded evaluation configuration: {"Backbone":"UnifiedQA-large"}. This record does not assert independent reproduction.

### Thrust

Accuracy: 51.2. Result ID: 6995385a3badfaffe61f04b4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73718.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73718.md>)

Recorded evaluation configuration: {"Backbone":"UnifiedQA-large"}. This record does not assert independent reproduction.

### Default

Accuracy: 45. Result ID: 6995385a3badfaffe61f04b1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73718.md>)

Recorded evaluation configuration: {"Backbone":"UnifiedQA-base"}. This record does not assert independent reproduction.

### Thrust

Accuracy: 44.5. Result ID: 6995385a3badfaffe61f04b2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73718.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa777a1e209131cea73718.md>)

Recorded evaluation configuration: {"Backbone":"UnifiedQA-base"}. This record does not assert independent reproduction.

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