# Search Relevance on Manual Annotation Queries Knowledge 2,000 queries

Source: [Search Relevance on Manual Annotation Queries Knowledge 2,000 queries](<https://www.sota2.com/research/sota/search-relevance-on-manual-annotation-queries-knowledge-2-000-queries>)

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

Data updated: 2026-03-11T08:01:25.206Z

Evaluation of search relevance performance using GSB, Query Goodrate, and Item Goodrate metrics on the manually annotated 2,000 query dataset focusing on knowledge retrieval aspects.

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 | Search Relevance |
| Dataset (including any stated split) | Manual Annotation Queries Knowledge 2,000 queries |
| Metric | GSB |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [GSB](<https://www.sota2.com/research/sota/search-relevance-on-manual-annotation-queries-knowledge-2-000-queries.md?metric=GSB>): Higher is better; unit: PERCENT.

- [Query Goodrate](<https://www.sota2.com/research/sota/search-relevance-on-manual-annotation-queries-knowledge-2-000-queries.md?metric=Query%20Goodrate>): Higher is better; unit: PERCENT.

- [Item Goodrate](<https://www.sota2.com/research/sota/search-relevance-on-manual-annotation-queries-knowledge-2-000-queries.md?metric=Item%20Goodrate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | GSB | Result date | Report paper |
| --- | --- | --- | --- |
| TaoSR1 | 18.45 | Not recorded | 68fa7abc1e209131cea84e67 |

### TaoSR1

GSB: 18.45. Result ID: 69b121516dbb7075b95b554d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7abc1e209131cea84e67.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7abc1e209131cea84e67.md>)

Recorded evaluation configuration: {"Evaluation Method":"Side-by-side evaluation","Annotation":"Manual","Scope":"Top-10 results"}. This record does not assert independent reproduction.

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