# Information Retrieval on SSRB

Source: [Information Retrieval on SSRB](<https://www.sota2.com/research/sota/information-retrieval-on-ssrb>)

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

Data updated: 2026-06-09T09:03:43.848Z

Evaluation of Information Retrieval performance on the SSRB dataset, reporting NDCG@10 and Recall@100 scores across Camera, Employee, and API categories.

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) | SSRB |
| Metric | NDCG@10 (Camera) |
| Unit | PERCENT |
| 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/information-retrieval-on-ssrb.md?metric=NDCG%4010%20(Camera)>): Higher is better; unit: PERCENT.

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

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

- [Recall@100 (Camera)](<https://www.sota2.com/research/sota/information-retrieval-on-ssrb.md?metric=Recall%40100%20(Camera)>): Higher is better; unit: PERCENT.

- [Recall@100 (Employee)](<https://www.sota2.com/research/sota/information-retrieval-on-ssrb.md?metric=Recall%40100%20(Employee)>): Higher is better; unit: PERCENT.

- [Recall@100 (API)](<https://www.sota2.com/research/sota/information-retrieval-on-ssrb.md?metric=Recall%40100%20(API)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | NDCG@10 (Camera) | Result date | Report paper |
| --- | --- | --- | --- |
| Base | 11.1 | Not recorded | 6a279e2390966ade919bf796 |
| Decomp | 8.9 | Not recorded | 6a279e2390966ade919bf796 |

### Base

NDCG@10 (Camera): 11.1. Result ID: 6a27d623fbc373592c24c0d4.

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

Recorded evaluation configuration: {"Stage":"Retrieval","Setting":"Base","Underlying Model":"Qwen3-Embedding-4B"}. This record does not assert independent reproduction.

### Decomp

NDCG@10 (Camera): 8.9. Result ID: 6a27d623fbc373592c24c0d5.

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

Recorded evaluation configuration: {"Stage":"Retrieval","Setting":"Decomp","Underlying Model":"Qwen3-Embedding-4B","Decomposition Tool":"GPT-5.3"}. This record does not assert independent reproduction.

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