# Subgraph Retrieval on WebQSP

Source: [Subgraph Retrieval on WebQSP](<https://www.sota2.com/research/sota/subgraph-retrieval-on-webqsp>)

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

Data updated: 2026-02-26T05:46:37.252Z

Evaluation of model performance on the WebQSP dataset for Subgraph Retrieval tasks, reporting Hits@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 | Subgraph Retrieval |
| Dataset (including any stated split) | WebQSP |
| Metric | Hits@10 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [Hits@10](<https://www.sota2.com/research/sota/subgraph-retrieval-on-webqsp.md?metric=Hits%4010>): Higher is better; unit: PERCENT.

- [Hits@20](<https://www.sota2.com/research/sota/subgraph-retrieval-on-webqsp.md?metric=Hits%4020>): Higher is better; unit: PERCENT.

- [Hits@50](<https://www.sota2.com/research/sota/subgraph-retrieval-on-webqsp.md?metric=Hits%4050>): Higher is better; unit: PERCENT.

- [Hits@100](<https://www.sota2.com/research/sota/subgraph-retrieval-on-webqsp.md?metric=Hits%40100>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Hits@10 | Result date | Report paper |
| --- | --- | --- | --- |
| SKP | 91.58 | Not recorded | 68fa70771e209131cea4b3f6 |
| SKP | 91.23 | Not recorded | 68fa70771e209131cea4b3f6 |
| UniK-QA | 87.5 | Not recorded | 68fa70771e209131cea4b3f6 |
| DPR | 87.46 | Not recorded | 68fa70771e209131cea4b3f6 |
| DPR | 87.22 | Not recorded | 68fa70771e209131cea4b3f6 |
| DPR | 80.96 | Not recorded | 68fa70771e209131cea4b3f6 |
| DPR | 80.93 | Not recorded | 68fa70771e209131cea4b3f6 |
| Bert-KBQA | 35.91 | Not recorded | 68fa70771e209131cea4b3f6 |

### SKP

Hits@10: 91.58. Result ID: 699131f23a6c314849066274.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70771e209131cea4b3f6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70771e209131cea4b3f6.md>)

[Implementation](<https://github.com/dongguanting/SKP-for-KBQA>)

Recorded evaluation configuration: {"Fine-tuning dataset":"WebQ"}. This record does not assert independent reproduction.

### SKP

Hits@10: 91.23. Result ID: 699131f23a6c314849066273.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70771e209131cea4b3f6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70771e209131cea4b3f6.md>)

[Implementation](<https://github.com/dongguanting/SKP-for-KBQA>)

Recorded evaluation configuration: {"Fine-tuning dataset":"NQ"}. This record does not assert independent reproduction.

### UniK-QA

Hits@10: 87.5. Result ID: 699131f23a6c314849066272.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70771e209131cea4b3f6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea3643d.md>)

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

### DPR

Hits@10: 87.46. Result ID: 699131f23a6c314849066271.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70771e209131cea4b3f6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa686d1e209131cea1c190.md>)

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

Recorded evaluation configuration: {"Fine-tuning dataset":"WebQ"}. This record does not assert independent reproduction.

### DPR

Hits@10: 87.22. Result ID: 699131f23a6c314849066270.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70771e209131cea4b3f6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa686d1e209131cea1c190.md>)

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

Recorded evaluation configuration: {"Fine-tuning dataset":"Multi"}. This record does not assert independent reproduction.

### DPR

Hits@10: 80.96. Result ID: 699131f23a6c31484906626e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70771e209131cea4b3f6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa686d1e209131cea1c190.md>)

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

Recorded evaluation configuration: {"Fine-tuning dataset":"NQ"}. This record does not assert independent reproduction.

### DPR

Hits@10: 80.93. Result ID: 699131f23a6c31484906626f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70771e209131cea4b3f6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa686d1e209131cea1c190.md>)

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

Recorded evaluation configuration: {"Fine-tuning dataset":"NQ-adv"}. This record does not assert independent reproduction.

### Bert-KBQA

Hits@10: 35.91. Result ID: 699131f23a6c31484906626d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70771e209131cea4b3f6.md>)

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

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