# Long-term dialogue memory evaluation on GVD

Source: [Long-term dialogue memory evaluation on GVD](<https://www.sota2.com/research/sota/long-term-dialogue-memory-evaluation-on-gvd>)

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

Data updated: 2026-05-28T07:12:04.994Z

Evaluation of long-term dialogue memory capabilities on the GVD dataset, measured by Accuracy, Correspondence, and Coherence.

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 | Long-term dialogue memory evaluation |
| Dataset (including any stated split) | GVD |
| 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/long-term-dialogue-memory-evaluation-on-gvd.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Correspondence](<https://www.sota2.com/research/sota/long-term-dialogue-memory-evaluation-on-gvd.md?metric=Correspondence>): Higher is better; unit: PERCENT.

- [Coherence](<https://www.sota2.com/research/sota/long-term-dialogue-memory-evaluation-on-gvd.md?metric=Coherence>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| MemR3 | 93 | Not recorded | 6a17cbe5dbd7150506f8112d |
| MemoryOS | 93 | Not recorded | 6a17cbe5dbd7150506f8112d |
| MGRetrieval | 93 | Not recorded | 6a17cbe5dbd7150506f8112d |
| RAG | 92 | Not recorded | 6a17cbe5dbd7150506f8112d |
| A-Mem | 91 | Not recorded | 6a17cbe5dbd7150506f8112d |
| MemoryBank | 79 | Not recorded | 6a17cbe5dbd7150506f8112d |

### MemR3

Accuracy: 93. Result ID: 6a17eab1fbc373592c112f55.

[Reporting paper](<https://www.sota2.com/research/paper/6a17cbe5dbd7150506f8112d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/694b737753fdd5c361739982.md>)

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

### MemoryOS

Accuracy: 93. Result ID: 6a17eab1fbc373592c112f56.

[Reporting paper](<https://www.sota2.com/research/paper/6a17cbe5dbd7150506f8112d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa793f1e209131cea7cdc0.md>)

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

### MGRetrieval

Accuracy: 93. Result ID: 6a17eab1fbc373592c112f57.

[Reporting paper](<https://www.sota2.com/research/paper/6a17cbe5dbd7150506f8112d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a17cbe5dbd7150506f8112d.md>)

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

### RAG

Accuracy: 92. Result ID: 6a17eab1fbc373592c112f53.

[Reporting paper](<https://www.sota2.com/research/paper/6a17cbe5dbd7150506f8112d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa686d1e209131cea1c190.md>)

[Implementation](<https://github.com/facebookresearch/DPR>)

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

### A-Mem

Accuracy: 91. Result ID: 6a17eab1fbc373592c112f54.

[Reporting paper](<https://www.sota2.com/research/paper/6a17cbe5dbd7150506f8112d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bf31e209131cea8b869.md>)

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

### MemoryBank

Accuracy: 79. Result ID: 6a17eab1fbc373592c112f52.

[Reporting paper](<https://www.sota2.com/research/paper/6a17cbe5dbd7150506f8112d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f731e209131cea45ab8.md>)

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

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