# Group Recovery on HI Medium

Source: [Group Recovery on HI Medium](<https://www.sota2.com/research/sota/group-recovery-on-hi-medium>)

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

Data updated: 2026-06-26T07:30:29.932Z

Evaluation of Group Recovery performance on the HI Medium dataset, reporting Precision, Recall, and F1 scores.

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 | Group recovery |
| Dataset (including any stated split) | HI Medium |
| Metric | Precision |
| 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

- [Precision](<https://www.sota2.com/research/sota/group-recovery-on-hi-medium.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/group-recovery-on-hi-medium.md?metric=Recall>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/group-recovery-on-hi-medium.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Precision | Result date | Report paper |
| --- | --- | --- | --- |
| EDGA | 35.1 | Not recorded | 6a3e0788206542251d7cb45d |
| LPA | 25.8 | Not recorded | 6a3e0788206542251d7cb45d |
| WPPR-Nibble | 20.9 | Not recorded | 6a3e0788206542251d7cb45d |
| Louvain | 16 | Not recorded | 6a3e0788206542251d7cb45d |
| PPR-Nibble | 15.6 | Not recorded | 6a3e0788206542251d7cb45d |

### EDGA

Precision: 35.1. Result ID: 6a3e2a7dfbc373592c5f3abc.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e0788206542251d7cb45d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a3e0788206542251d7cb45d.md>)

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

### LPA

Precision: 25.8. Result ID: 6a3e2a7dfbc373592c5f3ab9.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e0788206542251d7cb45d.md>)

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

### WPPR-Nibble

Precision: 20.9. Result ID: 6a3e2a7dfbc373592c5f3abb.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e0788206542251d7cb45d.md>)

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

### Louvain

Precision: 16. Result ID: 6a3e2a7dfbc373592c5f3ab8.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e0788206542251d7cb45d.md>)

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

### PPR-Nibble

Precision: 15.6. Result ID: 6a3e2a7dfbc373592c5f3aba.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e0788206542251d7cb45d.md>)

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

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