# Entity Linking on Micropost 2016 (test)

Source: [Entity Linking on Micropost 2016 (test)](<https://www.sota2.com/research/sota/entity-linking-on-micropost-2016-test>)

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

Data updated: 2026-02-26T05:51:22.808Z

Evaluation of Entity Linking performance on the test split of the Micropost 2016 dataset, measured using Macro F1 and Micro F1 scores.

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) | Micropost 2016 (test) |
| Metric | Macro F1 |
| 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

- [Macro F1](<https://www.sota2.com/research/sota/entity-linking-on-micropost-2016-test.md?metric=Macro%20F1>): Higher is better; unit: PERCENT.

- [Micro F1](<https://www.sota2.com/research/sota/entity-linking-on-micropost-2016-test.md?metric=Micro%20F1>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Macro F1 | Result date | Report paper |
| --- | --- | --- | --- |
| FREME | 77.9 | Not recorded | 68fa64bd1e209131cea06332 |
| Best baseline | 77.9 | Not recorded | 68fa64bd1e209131cea06332 |
| AIDA | 73.3 | Not recorded | 68fa64bd1e209131cea06332 |
| FOX | 71.9 | Not recorded | 68fa64bd1e209131cea06332 |
| Babelfy | 52.5 | Not recorded | 68fa64bd1e209131cea06332 |
| Kea | 51.6 | Not recorded | 68fa64bd1e209131cea06332 |
| End-to-End Neural Entity Linking | 17.4 | Not recorded | 68fa64bd1e209131cea06332 |
| DBpedia Spotlight | 13.6 | Not recorded | 68fa64bd1e209131cea06332 |
| Entityclassifier.eu | 9.2 | Not recorded | 68fa64bd1e209131cea06332 |
| WAT | 0 | Not recorded | 68fa64bd1e209131cea06332 |

### FREME

Macro F1: 77.9. Result ID: 698c8a250b614d12cff1718d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64bd1e209131cea06332.md>)

Recorded evaluation configuration: {"Training Set":"Micropost-train 2016"}. This record does not assert independent reproduction.

### Best baseline

Macro F1: 77.9. Result ID: 698c8a250b614d12cff17195.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64bd1e209131cea06332.md>)

Recorded evaluation configuration: {"Training Set":"Micropost-train 2016"}. This record does not assert independent reproduction.

### AIDA

Macro F1: 73.3. Result ID: 698c8a250b614d12cff17193.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64bd1e209131cea06332.md>)

Recorded evaluation configuration: {"Training Set":"Micropost-train 2016"}. This record does not assert independent reproduction.

### FOX

Macro F1: 71.9. Result ID: 698c8a250b614d12cff1718e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64bd1e209131cea06332.md>)

Recorded evaluation configuration: {"Training Set":"Micropost-train 2016"}. This record does not assert independent reproduction.

### Babelfy

Macro F1: 52.5. Result ID: 698c8a250b614d12cff1718f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64bd1e209131cea06332.md>)

Recorded evaluation configuration: {"Training Set":"Micropost-train 2016"}. This record does not assert independent reproduction.

### Kea

Macro F1: 51.6. Result ID: 698c8a250b614d12cff17191.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64bd1e209131cea06332.md>)

Recorded evaluation configuration: {"Training Set":"Micropost-train 2016"}. This record does not assert independent reproduction.

### End-to-End Neural Entity Linking

Macro F1: 17.4. Result ID: 698c8a250b614d12cff17196.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64bd1e209131cea06332.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64bd1e209131cea06332.md>)

[Implementation](<https://github.com/dalab/end2end_neural_el>)

Recorded evaluation configuration: {"Training Set":"Micropost-train 2016"}. This record does not assert independent reproduction.

### DBpedia Spotlight

Macro F1: 13.6. Result ID: 698c8a250b614d12cff17192.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64bd1e209131cea06332.md>)

Recorded evaluation configuration: {"Training Set":"Micropost-train 2016"}. This record does not assert independent reproduction.

### Entityclassifier.eu

Macro F1: 9.2. Result ID: 698c8a250b614d12cff17190.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64bd1e209131cea06332.md>)

Recorded evaluation configuration: {"Training Set":"Micropost-train 2016"}. This record does not assert independent reproduction.

### WAT

Macro F1: 0. Result ID: 698c8a250b614d12cff17194.

[Reporting paper](<https://www.sota2.com/research/paper/68fa64bd1e209131cea06332.md>)

Recorded evaluation configuration: {"Training Set":"Micropost-train 2016"}. This record does not assert independent reproduction.

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