# Reranking on SSRB

Source: [Reranking on SSRB](<https://www.sota2.com/research/sota/reranking-on-ssrb>)

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

Data updated: 2026-06-09T09:03:43.883Z

Evaluation of Reranking performance on the SSRB dataset, measured using NDCG@10 across specific categories like Camera, Employee, and API.

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 | Reranking |
| Dataset (including any stated split) | SSRB |
| Metric | NDCG@10 (Camera) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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 (Camera)](<https://www.sota2.com/research/sota/reranking-on-ssrb.md?metric=NDCG%4010%20(Camera)>): Higher is better; unit: SCALAR.

- [NDCG@10 (Employee)](<https://www.sota2.com/research/sota/reranking-on-ssrb.md?metric=NDCG%4010%20(Employee)>): Higher is better; unit: SCALAR.

- [NDCG@10 (API)](<https://www.sota2.com/research/sota/reranking-on-ssrb.md?metric=NDCG%4010%20(API)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | NDCG@10 (Camera) | Result date | Report paper |
| --- | --- | --- | --- |
| Stage-Aware | 14.9 | Not recorded | 6a279e2390966ade919bf796 |
| Normal Rerank | 13.2 | Not recorded | 6a279e2390966ade919bf796 |

### Stage-Aware

NDCG@10 (Camera): 14.9. Result ID: 6a27d623fbc373592c24c0d7.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2390966ade919bf796.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e2390966ade919bf796.md>)

Recorded evaluation configuration: {"Stage":"Reranking","Setting":"Stage-Aware","Underlying Model":"Qwen3-Reranker-8B","Decomposition Tool":"GPT-5.3"}. This record does not assert independent reproduction.

### Normal Rerank

NDCG@10 (Camera): 13.2. Result ID: 6a27d623fbc373592c24c0d6.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2390966ade919bf796.md>)

Recorded evaluation configuration: {"Stage":"Reranking","Setting":"Normal Rerank","Underlying Model":"Qwen3-Reranker-8B"}. This record does not assert independent reproduction.

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