# Information Retrieval on DBpedia-Entity SemSearch ES v2 (test)

Source: [Information Retrieval on DBpedia-Entity SemSearch ES v2 (test)](<https://www.sota2.com/research/sota/information-retrieval-on-dbpedia-entity-semsearch-es-v2-test>)

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

Data updated: 2026-02-26T05:53:04.594Z

Evaluation of Information Retrieval performance on the test split of the DBpedia-Entity SemSearch ES v2 dataset, measured using NDCG 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 | Information Retrieval |
| Dataset (including any stated split) | DBpedia-Entity SemSearch ES v2 (test) |
| Metric | NDCG@10 |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [NDCG@10](<https://www.sota2.com/research/sota/information-retrieval-on-dbpedia-entity-semsearch-es-v2-test.md?metric=NDCG%4010>): Higher is better; unit: SCALAR.

- [NDCG@100](<https://www.sota2.com/research/sota/information-retrieval-on-dbpedia-entity-semsearch-es-v2-test.md?metric=NDCG%40100>): Higher is better; unit: SCALAR.

## Recorded results

| Method | NDCG@10 | Result date | Report paper |
| --- | --- | --- | --- |
| GloVe-BOW | 0.631 | Not recorded | 68fa69b61e209131cea23a6a |
| BLP-TransE | 0.631 | Not recorded | 68fa69b61e209131cea23a6a |
| BLP-DistMult | 0.631 | Not recorded | 68fa69b61e209131cea23a6a |
| BE-BOW | 0.629 | Not recorded | 68fa69b61e209131cea23a6a |
| BM25F-CA | 0.628 | Not recorded | 68fa69b61e209131cea23a6a |
| BLP-ComplEx | 0.628 | Not recorded | 68fa69b61e209131cea23a6a |
| BLP-SimplE | 0.628 | Not recorded | 68fa69b61e209131cea23a6a |
| BE-DKRL | 0.627 | Not recorded | 68fa69b61e209131cea23a6a |
| GloVe-DKRL | 0.624 | Not recorded | 68fa69b61e209131cea23a6a |

### GloVe-BOW

NDCG@10: 0.631. Result ID: 698ddbbdffc3901de09927f4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

Recorded evaluation configuration: {"Base Retriever":"BM25F-CA","Re-ranking":"True"}. This record does not assert independent reproduction.

### BLP-TransE

NDCG@10: 0.631. Result ID: 698ddbbdffc3901de09927f8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

[Implementation](<https://github.com/dfdazac/blp>)

Recorded evaluation configuration: {"Base Retriever":"BM25F-CA","Re-ranking":"True"}. This record does not assert independent reproduction.

### BLP-DistMult

NDCG@10: 0.631. Result ID: 698ddbbdffc3901de09927f9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

[Implementation](<https://github.com/dfdazac/blp>)

Recorded evaluation configuration: {"Base Retriever":"BM25F-CA","Re-ranking":"True"}. This record does not assert independent reproduction.

### BE-BOW

NDCG@10: 0.629. Result ID: 698ddbbdffc3901de09927f5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

Recorded evaluation configuration: {"Base Retriever":"BM25F-CA","Re-ranking":"True"}. This record does not assert independent reproduction.

### BM25F-CA

NDCG@10: 0.628. Result ID: 698ddbbdffc3901de09927f3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

Recorded evaluation configuration: {"Re-ranking":"False"}. This record does not assert independent reproduction.

### BLP-ComplEx

NDCG@10: 0.628. Result ID: 698ddbbdffc3901de09927fa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

[Implementation](<https://github.com/dfdazac/blp>)

Recorded evaluation configuration: {"Base Retriever":"BM25F-CA","Re-ranking":"True"}. This record does not assert independent reproduction.

### BLP-SimplE

NDCG@10: 0.628. Result ID: 698ddbbdffc3901de09927fb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

[Implementation](<https://github.com/dfdazac/blp>)

Recorded evaluation configuration: {"Base Retriever":"BM25F-CA","Re-ranking":"True"}. This record does not assert independent reproduction.

### BE-DKRL

NDCG@10: 0.627. Result ID: 698ddbbdffc3901de09927f7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

Recorded evaluation configuration: {"Base Retriever":"BM25F-CA","Re-ranking":"True"}. This record does not assert independent reproduction.

### GloVe-DKRL

NDCG@10: 0.624. Result ID: 698ddbbdffc3901de09927f6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa69b61e209131cea23a6a.md>)

Recorded evaluation configuration: {"Base Retriever":"BM25F-CA","Re-ranking":"True"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.