# Edge Recovery on EMEG 512 graphs, 1 win. size (test)

Source: [Edge Recovery on EMEG 512 graphs, 1 win. size (test)](<https://www.sota2.com/research/sota/edge-recovery-on-emeg-512-graphs-1-win-size-test>)

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

Data updated: 2026-06-08T06:12:39.565Z

Evaluation of Edge Recovery performance on the EMEG dataset subset, specifically using 512 graphs with a 1 window size configuration on the test split. Metrics include MCC, Precision, and Recall.

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 | Edge Recovery |
| Dataset (including any stated split) | EMEG 512 graphs, 1 win. size (test) |
| Metric | MCC |
| 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

- [MCC](<https://www.sota2.com/research/sota/edge-recovery-on-emeg-512-graphs-1-win-size-test.md?metric=MCC>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/edge-recovery-on-emeg-512-graphs-1-win-size-test.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/edge-recovery-on-emeg-512-graphs-1-win-size-test.md?metric=Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | MCC | Result date | Report paper |
| --- | --- | --- | --- |
| GraphDictLog | 46.2 | Not recorded | 68fa75971e209131cea68d1c |
| GraphDictHier | 40.2 | Not recorded | 68fa75971e209131cea68d1c |
| WindowLogModel | 36 | Not recorded | 68fa75971e209131cea68d1c |
| GraphDictSpectral | 26.9 | Not recorded | 68fa75971e209131cea68d1c |
| TGFA | 17.8 | Not recorded | 68fa75971e209131cea68d1c |

### GraphDictLog

MCC: 46.2. Result ID: 6a265d54fbc373592c22503b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75971e209131cea68d1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75971e209131cea68d1c.md>)

Recorded evaluation configuration: {"graphs":"512","win. size":"1"}. This record does not assert independent reproduction.

### GraphDictHier

MCC: 40.2. Result ID: 6a265d54fbc373592c225039.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75971e209131cea68d1c.md>)

Recorded evaluation configuration: {"graphs":"512","win. size":"1"}. This record does not assert independent reproduction.

### WindowLogModel

MCC: 36. Result ID: 6a265d54fbc373592c225037.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75971e209131cea68d1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65a81e209131cea0baba.md>)

Recorded evaluation configuration: {"graphs":"512","win. size":"1"}. This record does not assert independent reproduction.

### GraphDictSpectral

MCC: 26.9. Result ID: 6a265d54fbc373592c22503a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75971e209131cea68d1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75971e209131cea68d1c.md>)

Recorded evaluation configuration: {"graphs":"512","win. size":"1"}. This record does not assert independent reproduction.

### TGFA

MCC: 17.8. Result ID: 6a265d54fbc373592c225038.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75971e209131cea68d1c.md>)

Recorded evaluation configuration: {"graphs":"512","win. size":"1"}. This record does not assert independent reproduction.

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