# Temporal Entity Alignment on BETA (10% seeds)

Source: [Temporal Entity Alignment on BETA (10% seeds)](<https://www.sota2.com/research/sota/temporal-entity-alignment-on-beta-10-percent-seeds>)

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

Data updated: 2026-05-19T12:52:58.922Z

Evaluation of Temporal Entity Alignment performance on the BETA dataset using the 10% seeds configuration, measured by Hits@1 and Hits@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) | BETA (10% seeds) |
| Metric | Hits@1 |
| 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

- [Hits@1](<https://www.sota2.com/research/sota/temporal-entity-alignment-on-beta-10-percent-seeds.md?metric=Hits%401>): Higher is better; unit: PERCENT.

- [Hits@10](<https://www.sota2.com/research/sota/temporal-entity-alignment-on-beta-10-percent-seeds.md?metric=Hits%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Hits@1 | Result date | Report paper |
| --- | --- | --- | --- |
| RCTEA+ | 70.7 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| MGTEA | 68.6 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| RCTEA | 68.1 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| DualMatch | 65 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| HTEA | 64.7 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| LightTEA | 61.5 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| Dual-AMN | 56.6 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| TEA-GNN | 55.7 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| STEA | 50.6 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| LightEA | 49.2 | Not recorded | 6a0bef0bdbc836b87d82c9ee |

### RCTEA+

Hits@1: 70.7. Result ID: 6a0c5c38fbc373592c03eded.

[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.

### MGTEA

Hits@1: 68.6. Result ID: 6a0c5c38fbc373592c03edea.

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

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

### RCTEA

Hits@1: 68.1. Result ID: 6a0c5c38fbc373592c03edec.

[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.

### DualMatch

Hits@1: 65. Result ID: 6a0c5c38fbc373592c03ede9.

[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

Hits@1: 64.7. Result ID: 6a0c5c38fbc373592c03edeb.

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

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

### LightTEA

Hits@1: 61.5. Result ID: 6a0c5c38fbc373592c03ede8.

[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.

### Dual-AMN

Hits@1: 56.6. Result ID: 6a0c5c38fbc373592c03ede4.

[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

Hits@1: 55.7. Result ID: 6a0c5c38fbc373592c03ede7.

[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

Hits@1: 50.6. Result ID: 6a0c5c38fbc373592c03ede6.

[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.

### LightEA

Hits@1: 49.2. Result ID: 6a0c5c38fbc373592c03ede5.

[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.

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