# Link Prediction on Enron (last three snapshots)

Source: [Link Prediction on Enron (last three snapshots)](<https://www.sota2.com/research/sota/link-prediction-on-enron-last-three-snapshots>)

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

Data updated: 2026-02-26T05:24:42.769Z

Evaluation of Link Prediction performance on the last three snapshots of the Enron dataset, utilizing metrics such as AUC, AP, and MRR.

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 | Link Prediction |
| Dataset (including any stated split) | Enron (last three snapshots) |
| Metric | AUC |
| Unit | PERCENT |
| 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

- [AUC](<https://www.sota2.com/research/sota/link-prediction-on-enron-last-three-snapshots.md?metric=AUC>): Higher is better; unit: PERCENT.

- [AP](<https://www.sota2.com/research/sota/link-prediction-on-enron-last-three-snapshots.md?metric=AP>): Higher is better; unit: PERCENT.

- [MRR](<https://www.sota2.com/research/sota/link-prediction-on-enron-last-three-snapshots.md?metric=MRR>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| teneNCE | 93.54 | Not recorded | 68fa748a1e209131cea6250b |
| VGRNN | 92.68 | Not recorded | 68fa748a1e209131cea6250b |
| Euler | 91.28 | Not recorded | 68fa748a1e209131cea6250b |
| DySAT | 90.64 | Not recorded | 68fa748a1e209131cea6250b |
| EvolveGCN-O | 88.87 | Not recorded | 68fa748a1e209131cea6250b |
| EvolveGCN-H | 87.99 | Not recorded | 68fa748a1e209131cea6250b |

### teneNCE

AUC: 93.54. Result ID: 69934ae33a6c31484914fab0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa748a1e209131cea6250b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa748a1e209131cea6250b.md>)

[Implementation](<https://github.com/amrhssn/teneNCE>)

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

### VGRNN

AUC: 92.68. Result ID: 69934ae33a6c31484914faab.

[Reporting paper](<https://www.sota2.com/research/paper/68fa748a1e209131cea6250b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67711e209131cea164b1.md>)

[Implementation](<https://github.com/VGraphRNN/VGRNN>)

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

### Euler

AUC: 91.28. Result ID: 69934ae33a6c31484914faaf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa748a1e209131cea6250b.md>)

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

### DySAT

AUC: 90.64. Result ID: 69934ae33a6c31484914faac.

[Reporting paper](<https://www.sota2.com/research/paper/68fa748a1e209131cea6250b.md>)

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

### EvolveGCN-O

AUC: 88.87. Result ID: 69934ae33a6c31484914faae.

[Reporting paper](<https://www.sota2.com/research/paper/68fa748a1e209131cea6250b.md>)

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

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

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

### EvolveGCN-H

AUC: 87.99. Result ID: 69934ae33a6c31484914faad.

[Reporting paper](<https://www.sota2.com/research/paper/68fa748a1e209131cea6250b.md>)

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

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

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

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