# Entity Linking on Mewsli-9 (test)

Source: [Entity Linking on Mewsli-9 (test)](<https://www.sota2.com/research/sota/entity-linking-on-mewsli-9-test>)

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

Data updated: 2026-02-26T06:01:22.815Z

Evaluation of Entity Linking performance on the test split of the Mewsli-9 dataset, measured using Recall@K metrics.

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 Linking |
| Dataset (including any stated split) | Mewsli-9 (test) |
| Metric | Recall@1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Recall@1](<https://www.sota2.com/research/sota/entity-linking-on-mewsli-9-test.md?metric=Recall%401>): Higher is better; unit: PERCENT.

- [Recall@10](<https://www.sota2.com/research/sota/entity-linking-on-mewsli-9-test.md?metric=Recall%4010>): Higher is better; unit: PERCENT.

- [Recall@100](<https://www.sota2.com/research/sota/entity-linking-on-mewsli-9-test.md?metric=Recall%40100>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall@1 | Result date | Report paper |
| --- | --- | --- | --- |
| MGENRE | 90.6 | Not recorded | 68fa6d131e209131cea377ac |
| MOLEMAN | 90.4 | Not recorded | 68fa6d131e209131cea377ac |
| MOLEMAN | 89.9 | Not recorded | 68fa6d131e209131cea377ac |
| MOLEMAN | 89.6 | Not recorded | 68fa6d131e209131cea377ac |
| MOLEMAN | 89.5 | Not recorded | 68fa6d131e209131cea377ac |
| Model F+ | 89.4 | Not recorded | 68fa6d131e209131cea377ac |
| Model F | 63 | Not recorded | 68fa6d131e209131cea377ac |

### MGENRE

Recall@1: 90.6. Result ID: 698f7a7d3a6c314849f90ed7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d131e209131cea377ac.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69901e209131cea22af4.md>)

[Implementation](<https://github.com/facebookresearch/GENRE>)

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

### MOLEMAN

Recall@1: 90.4. Result ID: 698f7a7d3a6c314849f90edb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d131e209131cea377ac.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d131e209131cea377ac.md>)

Recorded evaluation configuration: {"Index content":"Both","Hard Negative training":"Yes","k-Nearest Neighbors inference":"k=5"}. This record does not assert independent reproduction.

### MOLEMAN

Recall@1: 89.9. Result ID: 698f7a7d3a6c314849f90eda.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d131e209131cea377ac.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d131e209131cea377ac.md>)

Recorded evaluation configuration: {"Index content":"Both","Hard Negative training":"Yes"}. This record does not assert independent reproduction.

### MOLEMAN

Recall@1: 89.6. Result ID: 698f7a7d3a6c314849f90ed9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d131e209131cea377ac.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d131e209131cea377ac.md>)

Recorded evaluation configuration: {"Index content":"Both","Hard Negative training":"No"}. This record does not assert independent reproduction.

### MOLEMAN

Recall@1: 89.5. Result ID: 698f7a7d3a6c314849f90ed8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d131e209131cea377ac.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d131e209131cea377ac.md>)

Recorded evaluation configuration: {"Index content":"Mentions","Hard Negative training":"No"}. This record does not assert independent reproduction.

### Model F+

Recall@1: 89.4. Result ID: 698f7a7d3a6c314849f90ed6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d131e209131cea377ac.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a71e209131cea1d716.md>)

[Implementation](<http://goo.gle/mewsli-dataset>)

Recorded evaluation configuration: {"Index content":"Descriptions","Hard Negative training":"Yes"}. This record does not assert independent reproduction.

### Model F

Recall@1: 63. Result ID: 698f7a7d3a6c314849f90ed5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d131e209131cea377ac.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a71e209131cea1d716.md>)

[Implementation](<http://goo.gle/mewsli-dataset>)

Recorded evaluation configuration: {"Index content":"Descriptions","Hard Negative training":"No"}. This record does not assert independent reproduction.

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