# Temporal Entity Alignment on YAGO-WIKI50K 5K

Source: [Temporal Entity Alignment on YAGO-WIKI50K 5K](<https://www.sota2.com/research/sota/temporal-entity-alignment-on-yago-wiki50k-5k>)

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

Data updated: 2026-05-19T12:52:59.091Z

Evaluation of Temporal Entity Alignment performance on the YAGO-WIKI50K 5K dataset, measured using MRR, H@1, and H@10.

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 Entity Alignment |
| Dataset (including any stated split) | YAGO-WIKI50K 5K |
| Metric | MRR |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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/temporal-entity-alignment-on-yago-wiki50k-5k.md?metric=MRR>): Higher is better; unit: PERCENT.

- [H@1](<https://www.sota2.com/research/sota/temporal-entity-alignment-on-yago-wiki50k-5k.md?metric=H%401>): Higher is better; unit: PERCENT.

- [H@10](<https://www.sota2.com/research/sota/temporal-entity-alignment-on-yago-wiki50k-5k.md?metric=H%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | MRR | Result date | Report paper |
| --- | --- | --- | --- |
| LightTEA | 99 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| RCTEA | 98.7 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| RCTEA+ | 98.7 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| DualMatch | 98.6 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| HTEA | 97.9 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| LightEA | 96 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| TREA | 95.8 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| STEA | 95.4 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| Dual-AMN | 92.2 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| TEA-GNN | 90.9 | Not recorded | 6a0bef0bdbc836b87d82c9ee |

### LightTEA

MRR: 99. Result ID: 6a0c5c38fbc373592c03ee12.

[Reporting paper](<https://www.sota2.com/research/paper/6a0bef0bdbc836b87d82c9ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70091e209131cea48bfa.md>)

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

### RCTEA

MRR: 98.7. Result ID: 6a0c5c38fbc373592c03ee15.

[Reporting paper](<https://www.sota2.com/research/paper/6a0bef0bdbc836b87d82c9ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0bef0bdbc836b87d82c9ee.md>)

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

### RCTEA+

MRR: 98.7. Result ID: 6a0c5c38fbc373592c03ee16.

[Reporting paper](<https://www.sota2.com/research/paper/6a0bef0bdbc836b87d82c9ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0bef0bdbc836b87d82c9ee.md>)

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

### DualMatch

MRR: 98.6. Result ID: 6a0c5c38fbc373592c03ee13.

[Reporting paper](<https://www.sota2.com/research/paper/6a0bef0bdbc836b87d82c9ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e7b1e209131cea402a9.md>)

[Implementation](<https://github.com/ZJU-DAILY/DualMatch/>)

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

### HTEA

MRR: 97.9. Result ID: 6a0c5c38fbc373592c03ee14.

[Reporting paper](<https://www.sota2.com/research/paper/6a0bef0bdbc836b87d82c9ee.md>)

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

### LightEA

MRR: 96. Result ID: 6a0c5c38fbc373592c03ee0e.

[Reporting paper](<https://www.sota2.com/research/paper/6a0bef0bdbc836b87d82c9ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dbd1e209131cea3bbd0.md>)

[Implementation](<https://www.sota2.com/github.com/MaoXinn/LightEA>)

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

### TREA

MRR: 95.8. Result ID: 6a0c5c38fbc373592c03ee11.

[Reporting paper](<https://www.sota2.com/research/paper/6a0bef0bdbc836b87d82c9ee.md>)

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

### STEA

MRR: 95.4. Result ID: 6a0c5c38fbc373592c03ee0f.

[Reporting paper](<https://www.sota2.com/research/paper/6a0bef0bdbc836b87d82c9ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d6e1e209131cea39cce.md>)

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

### Dual-AMN

MRR: 92.2. Result ID: 6a0c5c38fbc373592c03ee0d.

[Reporting paper](<https://www.sota2.com/research/paper/6a0bef0bdbc836b87d82c9ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69a11e209131cea2337c.md>)

[Implementation](<https://github.com/MaoXinn/Dual-AMN>)

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

### TEA-GNN

MRR: 90.9. Result ID: 6a0c5c38fbc373592c03ee10.

[Reporting paper](<https://www.sota2.com/research/paper/6a0bef0bdbc836b87d82c9ee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bff1e209131cea3189c.md>)

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

Page 1 of 1. This is an index page, not the full collection.