# Group recovery on HI Small

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

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

Data updated: 2026-06-26T07:30:29.909Z

Evaluation of Group recovery performance on the HI Small 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 Small |
| 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-small.md?metric=Precision>): Higher is better; unit: PERCENT.

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

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

## Recorded results

| Method | Precision | Result date | Report paper |
| --- | --- | --- | --- |
| EDGA | 30.3 | Not recorded | 6a3e0788206542251d7cb45d |
| LPA | 22.6 | Not recorded | 6a3e0788206542251d7cb45d |
| WPPR-Nibble | 22.3 | Not recorded | 6a3e0788206542251d7cb45d |
| Louvain | 11.2 | Not recorded | 6a3e0788206542251d7cb45d |
| PPR-Nibble | 10.3 | Not recorded | 6a3e0788206542251d7cb45d |

### EDGA

Precision: 30.3. Result ID: 6a3e2a7dfbc373592c5f3ab7.

[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: 22.6. Result ID: 6a3e2a7dfbc373592c5f3ab4.

[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: 22.3. Result ID: 6a3e2a7dfbc373592c5f3ab6.

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

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

### Louvain

Precision: 11.2. Result ID: 6a3e2a7dfbc373592c5f3ab3.

[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: 10.3. Result ID: 6a3e2a7dfbc373592c5f3ab5.

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

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

Page 1 of 1. This is an index page, not the full collection.