# Commonsense Question Answering on ARC-C-ZH

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

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

Data updated: 2026-02-26T06:03:52.515Z

Evaluation of model performance on the Chinese version of the ARC Challenge (ARC-C-ZH) for Commonsense Question Answering.

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) | ARC-C-ZH |
| Metric | Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [Score](<https://www.sota2.com/research/sota/commonsense-question-answering-on-arc-c-zh.md?metric=Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Score | Result date | Report paper |
| --- | --- | --- | --- |
| Dense | 33.96 | Not recorded | 695de86653fdd5c361743a1a |
| Dense | 33.87 | Not recorded | 695de86653fdd5c361743a1a |
| PHSA | 33.7 | Not recorded | 695de86653fdd5c361743a1a |
| InfLLM v2 | 33.53 | Not recorded | 695de86653fdd5c361743a1a |
| PHSA | 33.36 | Not recorded | 695de86653fdd5c361743a1a |
| InfLLM v2 | 33.36 | Not recorded | 695de86653fdd5c361743a1a |
| Qwen-0.6B-Base | 31.14 | Not recorded | 695de86653fdd5c361743a1a |
| Qwen-0.6B-Base | 30.97 | Not recorded | 695de86653fdd5c361743a1a |

### Dense

Score: 33.96. Result ID: 6996a1f15698665ec4eb76f5.

[Reporting paper](<https://www.sota2.com/research/paper/695de86653fdd5c361743a1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa703d1e209131cea49db1.md>)

[Implementation](<https://github.com/tensorflow/tensor2tensor>)

Recorded evaluation configuration: {"Training Tokens":"20B","Inference Top-K":"2"}. This record does not assert independent reproduction.

### Dense

Score: 33.87. Result ID: 6996a1f15698665ec4eb76f4.

[Reporting paper](<https://www.sota2.com/research/paper/695de86653fdd5c361743a1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa703d1e209131cea49db1.md>)

[Implementation](<https://github.com/tensorflow/tensor2tensor>)

Recorded evaluation configuration: {"Training Tokens":"20B","Inference Top-K":"N/A"}. This record does not assert independent reproduction.

### PHSA

Score: 33.7. Result ID: 6996a1f15698665ec4eb76f6.

[Reporting paper](<https://www.sota2.com/research/paper/695de86653fdd5c361743a1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/695de86653fdd5c361743a1a.md>)

Recorded evaluation configuration: {"Training Tokens":"20B","Inference Top-K":"N/A"}. This record does not assert independent reproduction.

### InfLLM v2

Score: 33.53. Result ID: 6996a1f15698665ec4eb76f8.

[Reporting paper](<https://www.sota2.com/research/paper/695de86653fdd5c361743a1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bb81e209131cea8a238.md>)

Recorded evaluation configuration: {"Training Tokens":"20B","Inference Top-K":"N/A"}. This record does not assert independent reproduction.

### PHSA

Score: 33.36. Result ID: 6996a1f15698665ec4eb76f7.

[Reporting paper](<https://www.sota2.com/research/paper/695de86653fdd5c361743a1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/695de86653fdd5c361743a1a.md>)

Recorded evaluation configuration: {"Training Tokens":"20B","Inference Top-K":"2"}. This record does not assert independent reproduction.

### InfLLM v2

Score: 33.36. Result ID: 6996a1f15698665ec4eb76f9.

[Reporting paper](<https://www.sota2.com/research/paper/695de86653fdd5c361743a1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bb81e209131cea8a238.md>)

Recorded evaluation configuration: {"Training Tokens":"20B","Inference Top-K":"2"}. This record does not assert independent reproduction.

### Qwen-0.6B-Base

Score: 31.14. Result ID: 6996a1f15698665ec4eb76f3.

[Reporting paper](<https://www.sota2.com/research/paper/695de86653fdd5c361743a1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"Training Tokens":"N/A","Inference Top-K":"2"}. This record does not assert independent reproduction.

### Qwen-0.6B-Base

Score: 30.97. Result ID: 6996a1f15698665ec4eb76f2.

[Reporting paper](<https://www.sota2.com/research/paper/695de86653fdd5c361743a1a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa788e1e209131cea79116.md>)

Recorded evaluation configuration: {"Training Tokens":"N/A","Inference Top-K":"N/A"}. This record does not assert independent reproduction.

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