# Dialogue Memory Reasoning on LongMemEval

Source: [Dialogue Memory Reasoning on LongMemEval](<https://www.sota2.com/research/sota/dialogue-memory-reasoning-on-longmemeval>)

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

Data updated: 2026-02-26T05:31:11.039Z

Evaluation of model performance on dialogue memory reasoning tasks using the LongMemEval dataset, 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 | Dialogue memory reasoning |
| Dataset (including any stated split) | LongMemEval |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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/dialogue-memory-reasoning-on-longmemeval.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| QwenLong-L1.5-30B-A3B | 76.4 | Not recorded | 6940e7d8456146936284fc0a |
| Qwen3-30B-A3B-Thinking-2507 | 60.8 | Not recorded | 6940e7d8456146936284fc0a |

### QwenLong-L1.5-30B-A3B

Accuracy: 76.4. Result ID: 6996c0b65698665ec40bdec5.

[Reporting paper](<https://www.sota2.com/research/paper/6940e7d8456146936284fc0a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6940e7d8456146936284fc0a.md>)

[Implementation](<https://github.com/Tongyi-Zhiwen/Qwen-Doc>)

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

### Qwen3-30B-A3B-Thinking-2507

Accuracy: 60.8. Result ID: 6996c0b65698665ec40bdec4.

[Reporting paper](<https://www.sota2.com/research/paper/6940e7d8456146936284fc0a.md>)

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

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

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