# Temporal Entity Alignment on YAGO-WIKI180K Non-tem (50.4%) 2000 seeds

Source: [Temporal Entity Alignment on YAGO-WIKI180K Non-tem (50.4%) 2000 seeds](<https://www.sota2.com/research/sota/temporal-entity-alignment-on-yago-wiki180k-non-tem-50-4-percent-2000-seeds>)

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

Data updated: 2026-05-19T12:52:58.812Z

Evaluation of Temporal Entity Alignment performance on the YAGO-WIKI180K dataset, specifically using the Non-tem split with 50.4% coverage and 2000 seeds.

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-WIKI180K Non-tem (50.4%) 2000 seeds |
| Metric | MRR |
| Unit | SCALAR |
| 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-wiki180k-non-tem-50-4-percent-2000-seeds.md?metric=MRR>): Higher is better; unit: SCALAR.

- [H@1](<https://www.sota2.com/research/sota/temporal-entity-alignment-on-yago-wiki180k-non-tem-50-4-percent-2000-seeds.md?metric=H%401>): Higher is better; unit: SCALAR.

- [H@10](<https://www.sota2.com/research/sota/temporal-entity-alignment-on-yago-wiki180k-non-tem-50-4-percent-2000-seeds.md?metric=H%4010>): Higher is better; unit: SCALAR.

## Recorded results

| Method | MRR | Result date | Report paper |
| --- | --- | --- | --- |
| RCTEA+ | 0.232 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| RCTEA | 0.226 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| MGTEA | 0.185 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| HTEA | 0.183 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| LightEA | 0.169 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| Dual-AMN | 0.159 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| DualMatch | 0.157 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| LightTEA | 0.15 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| TEA-GNN | 0.145 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| STEA | 0.007 | Not recorded | 6a0bef0bdbc836b87d82c9ee |

### RCTEA+

MRR: 0.232. Result ID: 6a0c5c38fbc373592c03edcf.

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

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

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

### RCTEA

MRR: 0.226. Result ID: 6a0c5c38fbc373592c03edce.

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

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

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

### MGTEA

MRR: 0.185. Result ID: 6a0c5c38fbc373592c03edcc.

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

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

### HTEA

MRR: 0.183. Result ID: 6a0c5c38fbc373592c03edcd.

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

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

### LightEA

MRR: 0.169. Result ID: 6a0c5c38fbc373592c03edc7.

[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.

### Dual-AMN

MRR: 0.159. Result ID: 6a0c5c38fbc373592c03edc6.

[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.

### DualMatch

MRR: 0.157. Result ID: 6a0c5c38fbc373592c03edcb.

[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.

### LightTEA

MRR: 0.15. Result ID: 6a0c5c38fbc373592c03edca.

[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.

### TEA-GNN

MRR: 0.145. Result ID: 6a0c5c38fbc373592c03edc9.

[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.

### STEA

MRR: 0.007. Result ID: 6a0c5c38fbc373592c03edc8.

[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.

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