# Temporal Link Prediction on WSDM Cup '22 Dataset A Final Leaderboard (test)

Source: [Temporal Link Prediction on WSDM Cup '22 Dataset A Final Leaderboard (test)](<https://www.sota2.com/research/sota/temporal-link-prediction-on-wsdm-cup-22-dataset-a-final-leaderboard-test>)

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

Data updated: 2026-02-26T05:45:14.822Z

Evaluation of Temporal Link Prediction performance on the test split results from the WSDM Cup '22 Dataset A Final Leaderboard, utilizing metrics like Final 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 | Temporal Link Prediction |
| Dataset (including any stated split) | WSDM Cup '22 Dataset A Final Leaderboard (test) |
| Metric | Final AUC |
| Unit | SCALAR |
| 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

- [Final AUC](<https://www.sota2.com/research/sota/temporal-link-prediction-on-wsdm-cup-22-dataset-a-final-leaderboard-test.md?metric=Final%20AUC>): Higher is better; unit: SCALAR.

- [Average T/100](<https://www.sota2.com/research/sota/temporal-link-prediction-on-wsdm-cup-22-dataset-a-final-leaderboard-test.md?metric=Average%20T%2F100>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Final AUC | Result date | Report paper |
| --- | --- | --- | --- |
| AntGraph | 0.666001 | Not recorded | 68fa6bf61e209131cea31417 |
| nothing here | 0.662482 | Not recorded | 68fa6bf61e209131cea31417 |
| NodeInGraph | 0.627821 | Not recorded | 68fa6bf61e209131cea31417 |
| IDEAS Lab UT | 0.605264 | Not recorded | 68fa6bf61e209131cea31417 |
| We can \[mask\]! | 0.603621 | Not recorded | 68fa6bf61e209131cea31417 |

### AntGraph

Final AUC: 0.666001. Result ID: 698eaefeffc3901de09fc381.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31417.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31417.md>)

[Implementation](<https://github.com/im0qianqian/WSDM2022TGP-AntGraph>)

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

### nothing here

Final AUC: 0.662482. Result ID: 698eaefeffc3901de09fc382.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31417.md>)

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

### NodeInGraph

Final AUC: 0.627821. Result ID: 698eaefeffc3901de09fc383.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31417.md>)

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

### IDEAS Lab UT

Final AUC: 0.605264. Result ID: 698eaefeffc3901de09fc385.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31417.md>)

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

### We can \[mask\]!

Final AUC: 0.603621. Result ID: 698eaefeffc3901de09fc384.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bf61e209131cea31417.md>)

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

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