# Question Answering on ARC-Hard chat (Māori)

Source: [Question Answering on ARC-Hard chat (Māori)](<https://www.sota2.com/research/sota/question-answering-on-arc-hard-chat-m-ori>)

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

Data updated: 2026-02-27T10:47:28.091Z

Evaluation of model performance on the Māori language version of the ARC-Hard chat 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-Hard chat (Māori) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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-hard-chat-m-ori.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| BYOL-mri (12B-M) | 59.22 | Not recorded | 696dba82e25ad2fa9d1eccb7 |
| BYOL-mri (4B-M) | 51.11 | Not recorded | 696dba82e25ad2fa9d1eccb7 |
| Gemma-3 (27B-IT) | 49.66 | Not recorded | 696dba82e25ad2fa9d1eccb7 |
| Gemma-3 (12B-IT) | 43.09 | Not recorded | 696dba82e25ad2fa9d1eccb7 |
| Gemma-3 (4B-IT) | 37.5 | Not recorded | 696dba82e25ad2fa9d1eccb7 |
| Qwen-3 (14B) | 35.75 | Not recorded | 696dba82e25ad2fa9d1eccb7 |
| Qwen-3 (8B) | 34.04 | Not recorded | 696dba82e25ad2fa9d1eccb7 |
| GPT-OSS (20B) | 32.85 | Not recorded | 696dba82e25ad2fa9d1eccb7 |
| Llama-3.1 (Instruct-8B) | 31.91 | Not recorded | 696dba82e25ad2fa9d1eccb7 |
| Apertus (8B-Inst-2509) | 27.3 | Not recorded | 696dba82e25ad2fa9d1eccb7 |

### BYOL-mri (12B-M)

Accuracy: 59.22. Result ID: 69a1763c35dfcabb00e732ad.

[Reporting paper](<https://www.sota2.com/research/paper/696dba82e25ad2fa9d1eccb7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/696dba82e25ad2fa9d1eccb7.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Instruction-tuned":"true","Model scale category":"12B+ Models"}. This record does not assert independent reproduction.

### BYOL-mri (4B-M)

Accuracy: 51.11. Result ID: 69a1763c35dfcabb00e732a8.

[Reporting paper](<https://www.sota2.com/research/paper/696dba82e25ad2fa9d1eccb7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/696dba82e25ad2fa9d1eccb7.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Instruction-tuned":"true","Model scale category":"4B-8B Models"}. This record does not assert independent reproduction.

### Gemma-3 (27B-IT)

Accuracy: 49.66. Result ID: 69a1763c35dfcabb00e732ac.

[Reporting paper](<https://www.sota2.com/research/paper/696dba82e25ad2fa9d1eccb7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746cd.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Instruction-tuned":"true","Model scale category":"12B+ Models"}. This record does not assert independent reproduction.

### Gemma-3 (12B-IT)

Accuracy: 43.09. Result ID: 69a1763c35dfcabb00e732ab.

[Reporting paper](<https://www.sota2.com/research/paper/696dba82e25ad2fa9d1eccb7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746cd.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Instruction-tuned":"true","Model scale category":"12B+ Models"}. This record does not assert independent reproduction.

### Gemma-3 (4B-IT)

Accuracy: 37.5. Result ID: 69a1763c35dfcabb00e732a7.

[Reporting paper](<https://www.sota2.com/research/paper/696dba82e25ad2fa9d1eccb7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa779f1e209131cea746cd.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Instruction-tuned":"true","Model scale category":"4B-8B Models"}. This record does not assert independent reproduction.

### Qwen-3 (14B)

Accuracy: 35.75. Result ID: 69a1763c35dfcabb00e732a9.

[Reporting paper](<https://www.sota2.com/research/paper/696dba82e25ad2fa9d1eccb7.md>)

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

Recorded evaluation configuration: {"Zero-shot":"true","Instruction-tuned":"true","Model scale category":"12B+ Models"}. This record does not assert independent reproduction.

### Qwen-3 (8B)

Accuracy: 34.04. Result ID: 69a1763c35dfcabb00e732a6.

[Reporting paper](<https://www.sota2.com/research/paper/696dba82e25ad2fa9d1eccb7.md>)

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

Recorded evaluation configuration: {"Zero-shot":"true","Instruction-tuned":"true","Model scale category":"4B-8B Models"}. This record does not assert independent reproduction.

### GPT-OSS (20B)

Accuracy: 32.85. Result ID: 69a1763c35dfcabb00e732aa.

[Reporting paper](<https://www.sota2.com/research/paper/696dba82e25ad2fa9d1eccb7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ab01e209131cea84a0c.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Instruction-tuned":"true","Model scale category":"12B+ Models"}. This record does not assert independent reproduction.

### Llama-3.1 (Instruct-8B)

Accuracy: 31.91. Result ID: 69a1763c35dfcabb00e732a4.

[Reporting paper](<https://www.sota2.com/research/paper/696dba82e25ad2fa9d1eccb7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d11e209131cea6a028.md>)

[Implementation](<https://github.com/meta-llama/llama-agentic-system>)

Recorded evaluation configuration: {"Zero-shot":"true","Instruction-tuned":"true","Model scale category":"4B-8B Models"}. This record does not assert independent reproduction.

### Apertus (8B-Inst-2509)

Accuracy: 27.3. Result ID: 69a1763c35dfcabb00e732a5.

[Reporting paper](<https://www.sota2.com/research/paper/696dba82e25ad2fa9d1eccb7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b6c1e209131cea885c7.md>)

Recorded evaluation configuration: {"Zero-shot":"true","Instruction-tuned":"true","Model scale category":"4B-8B Models"}. This record does not assert independent reproduction.

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