# Multi-Hop Question Answering on Multi-Hop QA Zero-Shot

Source: [Multi-Hop Question Answering on Multi-Hop QA Zero-Shot](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-multi-hop-qa-zero-shot>)

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

Data updated: 2026-04-09T23:07:55.105Z

Evaluation of model performance on the Zero-Shot setting of the Multi-Hop QA dataset for multi-hop 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 | Multi-Hop Question Answering |
| Dataset (including any stated split) | Multi-Hop QA Zero-Shot |
| Metric | Accuracy (Zero-Shot) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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 (Zero-Shot)](<https://www.sota2.com/research/sota/multi-hop-question-answering-on-multi-hop-qa-zero-shot.md?metric=Accuracy%20(Zero-Shot)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy (Zero-Shot) | Result date | Report paper |
| --- | --- | --- | --- |
| GPT-4o | 66.6 | Not recorded | 69d7325f7d0172140ec76941 |
| HyperClovaX-14B | 65.13 | Not recorded | 69d7325f7d0172140ec76941 |
| Qwen3-32B | 60.54 | Not recorded | 69d7325f7d0172140ec76941 |
| Exaone3.5-7.8B | 58.38 | Not recorded | 69d7325f7d0172140ec76941 |
| Qwen3-8B | 56.32 | Not recorded | 69d7325f7d0172140ec76941 |

### GPT-4o

Accuracy (Zero-Shot): 66.6. Result ID: 69d830cf47f34ce924bfceb9.

[Reporting paper](<https://www.sota2.com/research/paper/69d7325f7d0172140ec76941.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a98.md>)

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

### HyperClovaX-14B

Accuracy (Zero-Shot): 65.13. Result ID: 69d830cf47f34ce924bfceb6.

[Reporting paper](<https://www.sota2.com/research/paper/69d7325f7d0172140ec76941.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79cc1e209131cea7f6e2.md>)

Recorded evaluation configuration: {"Parameters":"14B"}. This record does not assert independent reproduction.

### Qwen3-32B

Accuracy (Zero-Shot): 60.54. Result ID: 69d830cf47f34ce924bfceb8.

[Reporting paper](<https://www.sota2.com/research/paper/69d7325f7d0172140ec76941.md>)

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

Recorded evaluation configuration: {"Parameters":"32B"}. This record does not assert independent reproduction.

### Exaone3.5-7.8B

Accuracy (Zero-Shot): 58.38. Result ID: 69d830cf47f34ce924bfceb5.

[Reporting paper](<https://www.sota2.com/research/paper/69d7325f7d0172140ec76941.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa760b1e209131cea6b113.md>)

Recorded evaluation configuration: {"Parameters":"7.8B"}. This record does not assert independent reproduction.

### Qwen3-8B

Accuracy (Zero-Shot): 56.32. Result ID: 69d830cf47f34ce924bfceb7.

[Reporting paper](<https://www.sota2.com/research/paper/69d7325f7d0172140ec76941.md>)

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

Recorded evaluation configuration: {"Parameters":"8B"}. This record does not assert independent reproduction.

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