# Hyperedge prediction on Email Enron (Transductive)

Source: [Hyperedge prediction on Email Enron (Transductive)](<https://www.sota2.com/research/sota/hyperedge-prediction-on-email-enron-transductive>)

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

Data updated: 2026-02-26T05:51:47.013Z

Evaluation of Hyperedge prediction performance on the transductive setting of the Email Enron dataset, measured by Mean AUC.

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 | Hyperedge prediction |
| Dataset (including any stated split) | Email Enron (Transductive) |
| Metric | Mean AUC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [Mean AUC](<https://www.sota2.com/research/sota/hyperedge-prediction-on-email-enron-transductive.md?metric=Mean%20AUC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Mean AUC | Result date | Report paper |
| --- | --- | --- | --- |
| HyperSAGCN | 83.59 | Not recorded | 68fa710f1e209131cea4ef40 |
| CHESHIRE | 82.27 | Not recorded | 68fa710f1e209131cea4ef40 |
| CAt-Walk | 80.45 | Not recorded | 68fa710f1e209131cea4ef40 |
| CE-CAW | 79.57 | Not recorded | 68fa710f1e209131cea4ef40 |
| HPRA | 78.62 | Not recorded | 68fa710f1e209131cea4ef40 |
| HPLSF | 75.73 | Not recorded | 68fa710f1e209131cea4ef40 |
| CE-EvolveGCN | 69.98 | Not recorded | 68fa710f1e209131cea4ef40 |
| NHP | 63.17 | Not recorded | 68fa710f1e209131cea4ef40 |
| CE-GCN | 58.06 | Not recorded | 68fa710f1e209131cea4ef40 |

### HyperSAGCN

Mean AUC: 83.59. Result ID: 6991925d3a6c3148490910da.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef40.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66981e209131cea11374.md>)

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

### CHESHIRE

Mean AUC: 82.27. Result ID: 6991925d3a6c3148490910db.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef40.md>)

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

### CAt-Walk

Mean AUC: 80.45. Result ID: 6991925d3a6c3148490910dc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef40.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef40.md>)

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

### CE-CAW

Mean AUC: 79.57. Result ID: 6991925d3a6c3148490910d8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef40.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc41e209131cea3bf70.md>)

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

### HPRA

Mean AUC: 78.62. Result ID: 6991925d3a6c3148490910d4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef40.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67cc1e209131cea18843.md>)

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

### HPLSF

Mean AUC: 75.73. Result ID: 6991925d3a6c3148490910d5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef40.md>)

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

### CE-EvolveGCN

Mean AUC: 69.98. Result ID: 6991925d3a6c3148490910d7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef40.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66a91e209131cea11715.md>)

[Implementation](<https://github.com/IBM/EvolveGCN>)

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

### NHP

Mean AUC: 63.17. Result ID: 6991925d3a6c3148490910d9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef40.md>)

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

### CE-GCN

Mean AUC: 58.06. Result ID: 6991925d3a6c3148490910d6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa710f1e209131cea4ef40.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65f61e209131cea0d766.md>)

[Implementation](<https://github.com/Tiiiger/SGC>)

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

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