# Entity Alignment on WY50K-5K Normal Setting (10% seeds) (test)

Source: [Entity Alignment on WY50K-5K Normal Setting (10% seeds) (test)](<https://www.sota2.com/research/sota/entity-alignment-on-wy50k-5k-normal-setting-10-percent-seeds-test>)

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

Data updated: 2026-02-26T05:46:06.694Z

Evaluation of Entity Alignment performance on the test split of the WY50K-5K dataset under the Normal Setting (using 10% seeds), 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) | WY50K-5K Normal Setting (10% seeds) (test) |
| Metric | H@1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 14 of 14 |
| 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-wy50k-5k-normal-setting-10-percent-seeds-test.md?metric=H%401>): Higher is better; unit: PERCENT.

- [H@10](<https://www.sota2.com/research/sota/entity-alignment-on-wy50k-5k-normal-setting-10-percent-seeds-test.md?metric=H%4010>): Higher is better; unit: PERCENT.

- [MRR](<https://www.sota2.com/research/sota/entity-alignment-on-wy50k-5k-normal-setting-10-percent-seeds-test.md?metric=MRR>): Higher is better; unit: SCALAR.

## Recorded results

| Method | H@1 | Result date | Report paper |
| --- | --- | --- | --- |
| DualMatch | 98.1 | Not recorded | 68fa6e7b1e209131cea402a9 |
| DualMatch (unsup) | 96.4 | Not recorded | 68fa6e7b1e209131cea402a9 |
| TREA | 94 | Not recorded | 68fa6e7b1e209131cea402a9 |
| Dual-AMN | 89.7 | Not recorded | 68fa6e7b1e209131cea402a9 |
| TEA-GNN | 87.9 | Not recorded | 68fa6e7b1e209131cea402a9 |
| RREA | 82.8 | Not recorded | 68fa6e7b1e209131cea402a9 |
| MRAEA | 80.6 | Not recorded | 68fa6e7b1e209131cea402a9 |
| HyperKA | 78.4 | Not recorded | 68fa6e7b1e209131cea402a9 |
| KE-GCN | 78 | Not recorded | 68fa6e7b1e209131cea402a9 |
| MuGNN | 76.2 | Not recorded | 68fa6e7b1e209131cea402a9 |
| AlignE | 75.6 | Not recorded | 68fa6e7b1e209131cea402a9 |
| GCN-Align | 51.2 | Not recorded | 68fa6e7b1e209131cea402a9 |
| JAPE | 27.1 | Not recorded | 68fa6e7b1e209131cea402a9 |
| MTransE | 24.2 | Not recorded | 68fa6e7b1e209131cea402a9 |

### DualMatch

H@1: 98.1. Result ID: 699024ac3a6c314849fe6a55.

[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: {"Temporal awareness setting":"Time-Aware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

### DualMatch (unsup)

H@1: 96.4. Result ID: 699024ac3a6c314849fe6a56.

[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: {"Temporal awareness setting":"Time-Aware","Supervision setting":"Unsupervised"}. This record does not assert independent reproduction.

### TREA

H@1: 94. Result ID: 699024ac3a6c314849fe6a54.

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

Recorded evaluation configuration: {"Temporal awareness setting":"Time-Aware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

### Dual-AMN

H@1: 89.7. Result ID: 699024ac3a6c314849fe6a52.

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

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

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

Recorded evaluation configuration: {"Temporal awareness setting":"Time-Unaware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

### TEA-GNN

H@1: 87.9. Result ID: 699024ac3a6c314849fe6a53.

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

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

Recorded evaluation configuration: {"Temporal awareness setting":"Time-Aware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

### RREA

H@1: 82.8. Result ID: 699024ac3a6c314849fe6a50.

[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: {"Temporal awareness setting":"Time-Unaware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

### MRAEA

H@1: 80.6. Result ID: 699024ac3a6c314849fe6a4e.

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

Recorded evaluation configuration: {"Temporal awareness setting":"Time-Unaware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

### HyperKA

H@1: 78.4. Result ID: 699024ac3a6c314849fe6a4f.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa686a1e209131cea1bfb7.md>)

[Implementation](<https://github.com/nju-websoft/HyperKA>)

Recorded evaluation configuration: {"Temporal awareness setting":"Time-Unaware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

### KE-GCN

H@1: 78. Result ID: 699024ac3a6c314849fe6a51.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa69cb1e209131cea2413e.md>)

Recorded evaluation configuration: {"Temporal awareness setting":"Time-Unaware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

### MuGNN

H@1: 76.2. Result ID: 699024ac3a6c314849fe6a4d.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa66441e209131cea0f576.md>)

[Implementation](<https://github.com/thunlp/MuGNN>)

Recorded evaluation configuration: {"Temporal awareness setting":"Time-Unaware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

### AlignE

H@1: 75.6. Result ID: 699024ac3a6c314849fe6a4b.

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

Recorded evaluation configuration: {"Temporal awareness setting":"Time-Unaware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

### GCN-Align

H@1: 51.2. Result ID: 699024ac3a6c314849fe6a4c.

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

Recorded evaluation configuration: {"Temporal awareness setting":"Time-Unaware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

### JAPE

H@1: 27.1. Result ID: 699024ac3a6c314849fe6a4a.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa63b81e209131cea00559.md>)

[Implementation](<https://github.com/nju-websoft/JAPE>)

Recorded evaluation configuration: {"Temporal awareness setting":"Time-Unaware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

### MTransE

H@1: 24.2. Result ID: 699024ac3a6c314849fe6a49.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa63511e209131ce9fe0e6.md>)

Recorded evaluation configuration: {"Temporal awareness setting":"Time-Unaware","Supervision setting":"Supervised"}. This record does not assert independent reproduction.

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