# Entity Alignment on DICEWS observed entity pairs open-world (test)

Source: [Entity Alignment on DICEWS observed entity pairs open-world (test)](<https://www.sota2.com/research/sota/entity-alignment-on-dicews-observed-entity-pairs-open-world-test>)

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

Data updated: 2026-02-26T05:46:06.739Z

Evaluation of Entity Alignment performance on the test split of the DICEWS observed entity pairs open-world dataset, measured using H@1, H@10, and MRR.

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 | Entity Alignment |
| Dataset (including any stated split) | DICEWS observed entity pairs open-world (test) |
| Metric | H@1 |
| Unit | PERCENT |
| 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

- [H@1](<https://www.sota2.com/research/sota/entity-alignment-on-dicews-observed-entity-pairs-open-world-test.md?metric=H%401>): Higher is better; unit: PERCENT.

- [H@10](<https://www.sota2.com/research/sota/entity-alignment-on-dicews-observed-entity-pairs-open-world-test.md?metric=H%4010>): Higher is better; unit: PERCENT.

- [MRR](<https://www.sota2.com/research/sota/entity-alignment-on-dicews-observed-entity-pairs-open-world-test.md?metric=MRR>): Higher is better; unit: SCALAR.

## Recorded results

| Method | H@1 | Result date | Report paper |
| --- | --- | --- | --- |
| DualMatch | 0.942 | Not recorded | 68fa6e7b1e209131cea402a9 |
| TREA | 0.549 | Not recorded | 68fa6e7b1e209131cea402a9 |
| TEA-GNN | 0.392 | Not recorded | 68fa6e7b1e209131cea402a9 |
| RREA | 0.361 | Not recorded | 68fa6e7b1e209131cea402a9 |

### DualMatch

H@1: 0.942. Result ID: 699024ac3a6c314849fe6a68.

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

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

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

Recorded evaluation configuration: {"setting":"open-world"}. This record does not assert independent reproduction.

### TREA

H@1: 0.549. Result ID: 699024ac3a6c314849fe6a69.

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

Recorded evaluation configuration: {"setting":"open-world"}. This record does not assert independent reproduction.

### TEA-GNN

H@1: 0.392. Result ID: 699024ac3a6c314849fe6a6a.

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

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

Recorded evaluation configuration: {"setting":"open-world"}. This record does not assert independent reproduction.

### RREA

H@1: 0.361. Result ID: 699024ac3a6c314849fe6a6b.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa68291e209131cea1a672.md>)

[Implementation](<https://github.com/MaoXinn/RREA>)

Recorded evaluation configuration: {"setting":"open-world"}. This record does not assert independent reproduction.

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