# Graph Generation on WL-Bimodal (Metrics: μ, Wmarg)

Source: [Graph Generation on WL-Bimodal (Metrics: μ, Wmarg)](<https://www.sota2.com/research/sota/graph-generation-on-wl-bimodal-metrics-wmarg>)

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

Data updated: 2026-05-29T09:43:27.614Z

Evaluation of graph generation models on the WL-Bimodal dataset, specifically reporting the μ and Wmarg metrics.

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 | Graph Generation |
| Dataset (including any stated split) | WL-Bimodal |
| Metric | Mu (μ) |
| Unit | SCALAR |
| 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

- [Mu (μ)](<https://www.sota2.com/research/sota/graph-generation-on-wl-bimodal-metrics-wmarg.md?metric=Mu%20(%CE%BC)>): Higher is better; unit: SCALAR.

- [Wmarg](<https://www.sota2.com/research/sota/graph-generation-on-wl-bimodal-metrics-wmarg.md?metric=Wmarg>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Mu (μ) | Result date | Report paper |
| --- | --- | --- | --- |
| DiGress | 1.0568 | Not recorded | 68fa5e671e209131ce9e1e5e |
| ConGress | 0.3802 | Not recorded | 68fa5e671e209131ce9e1e5e |
| GDSS | 0.2416 | Not recorded | 68fa5e671e209131ce9e1e5e |
| EDP-GNN | 0.1342 | Not recorded | 68fa5e671e209131ce9e1e5e |
| DiGress | 0.0302 | Not recorded | 68fa5e671e209131ce9e1e5e |
| DyDM | 0.0166 | Not recorded | 68fa5e671e209131ce9e1e5e |

### DiGress

Mu (μ): 1.0568. Result ID: 6a195eb4fbc373592c141aee.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5e671e209131ce9e1e5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f661e209131cea45555.md>)

Recorded evaluation configuration: {"trick":"no trick"}. This record does not assert independent reproduction.

### ConGress

Mu (μ): 0.3802. Result ID: 6a195eb4fbc373592c141aed.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5e671e209131ce9e1e5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f661e209131cea45555.md>)

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

### GDSS

Mu (μ): 0.2416. Result ID: 6a195eb4fbc373592c141aec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5e671e209131ce9e1e5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cc81e209131cea35fa6.md>)

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

### EDP-GNN

Mu (μ): 0.1342. Result ID: 6a195eb4fbc373592c141aeb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5e671e209131ce9e1e5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67231e209131cea14931.md>)

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

### DiGress

Mu (μ): 0.0302. Result ID: 6a195eb4fbc373592c141aef.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5e671e209131ce9e1e5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f661e209131cea45555.md>)

Recorded evaluation configuration: {"trick":"trick"}. This record does not assert independent reproduction.

### DyDM

Mu (μ): 0.0166. Result ID: 6a195eb4fbc373592c141aea.

[Reporting paper](<https://www.sota2.com/research/paper/68fa5e671e209131ce9e1e5e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5e671e209131ce9e1e5e.md>)

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

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