# Temporal Entity Alignment on BETA (30% seeds)

Source: [Temporal Entity Alignment on BETA (30% seeds)](<https://www.sota2.com/research/sota/temporal-entity-alignment-on-beta-30-percent-seeds>)

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

Data updated: 2026-05-19T12:52:58.962Z

Evaluation of Temporal Entity Alignment performance on the BETA dataset using the 30% seeds configuration, measured by 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) | BETA (30% seeds) |
| Metric | H@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

- [H@1](<https://www.sota2.com/research/sota/temporal-entity-alignment-on-beta-30-percent-seeds.md?metric=H%401>): Higher is better; unit: PERCENT.

- [H@10](<https://www.sota2.com/research/sota/temporal-entity-alignment-on-beta-30-percent-seeds.md?metric=H%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | H@1 | Result date | Report paper |
| --- | --- | --- | --- |
| RCTEA+ | 72 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| RCTEA | 71.3 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| MGTEA | 71.1 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| DualMatch | 68.9 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| LightTEA | 66.6 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| HTEA | 66 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| TEA-GNN | 60.9 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| LightEA | 59.5 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| Dual-AMN | 58.9 | Not recorded | 6a0bef0bdbc836b87d82c9ee |
| STEA | 55.6 | Not recorded | 6a0bef0bdbc836b87d82c9ee |

### RCTEA+

H@1: 72. Result ID: 6a0c5c38fbc373592c03edf7.

[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.

### RCTEA

H@1: 71.3. Result ID: 6a0c5c38fbc373592c03edf6.

[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

H@1: 71.1. Result ID: 6a0c5c38fbc373592c03edf4.

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

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

### DualMatch

H@1: 68.9. Result ID: 6a0c5c38fbc373592c03edf3.

[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

H@1: 66.6. Result ID: 6a0c5c38fbc373592c03edf2.

[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.

### HTEA

H@1: 66. Result ID: 6a0c5c38fbc373592c03edf5.

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

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

### TEA-GNN

H@1: 60.9. Result ID: 6a0c5c38fbc373592c03edf1.

[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.

### LightEA

H@1: 59.5. Result ID: 6a0c5c38fbc373592c03edef.

[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

H@1: 58.9. Result ID: 6a0c5c38fbc373592c03edee.

[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.

### STEA

H@1: 55.6. Result ID: 6a0c5c38fbc373592c03edf0.

[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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