# Link prediction on Sports dataset

Source: [Link prediction on Sports dataset](<https://www.sota2.com/research/sota/link-prediction-on-sports-dataset>)

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

Data updated: 2026-02-26T05:50:20.797Z

Evaluation of Link Prediction performance on the Sports dataset, measured using MRR and hit@1.

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) | Sports dataset |
| Metric | MRR |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [MRR](<https://www.sota2.com/research/sota/link-prediction-on-sports-dataset.md?metric=MRR>): Higher is better; unit: SCALAR.

- [Hit@1](<https://www.sota2.com/research/sota/link-prediction-on-sports-dataset.md?metric=Hit%401>): Higher is better; unit: SCALAR.

## Recorded results

| Method | MRR | Result date | Report paper |
| --- | --- | --- | --- |
| PairRE+Rule | 0.475 | Not recorded | 68fa69ee1e209131cea25025 |
| PairRE | 0.468 | Not recorded | 68fa69ee1e209131cea25025 |
| SimplE+ | 0.404 | Not recorded | 68fa69ee1e209131cea25025 |
| SimplE | 0.23 | Not recorded | 68fa69ee1e209131cea25025 |

### PairRE+Rule

MRR: 0.475. Result ID: 698df5a1ffc3901de099c540.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69ee1e209131cea25025.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ee1e209131cea25025.md>)

[Implementation](<https://github.com/alipay/KnowledgeGraphEmbeddingsViaPairedRelationVectors_PairRE>)

Recorded evaluation configuration: {"subrelation rules":"added"}. This record does not assert independent reproduction.

### PairRE

MRR: 0.468. Result ID: 698df5a1ffc3901de099c53f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69ee1e209131cea25025.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69ee1e209131cea25025.md>)

[Implementation](<https://github.com/alipay/KnowledgeGraphEmbeddingsViaPairedRelationVectors_PairRE>)

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

### SimplE+

MRR: 0.404. Result ID: 698df5a1ffc3901de099c53e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69ee1e209131cea25025.md>)

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

### SimplE

MRR: 0.23. Result ID: 698df5a1ffc3901de099c53d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69ee1e209131cea25025.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65331e209131cea08dcb.md>)

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

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