# Smell-to-Smell Retrieval on SmellNet (test)

Source: [Smell-to-Smell Retrieval on SmellNet (test)](<https://www.sota2.com/research/sota/smell-to-smell-retrieval-on-smellnet-test>)

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

Data updated: 2026-06-26T09:11:15.106Z

Evaluation of Smell-to-Smell Retrieval performance on the test split of the SmellNet dataset, reporting R@1, R@5, and R@10 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 | Smell-to-Smell Retrieval |
| Dataset (including any stated split) | SmellNet (test) |
| Metric | R@1 |
| 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

- [R@1](<https://www.sota2.com/research/sota/smell-to-smell-retrieval-on-smellnet-test.md?metric=R%401>): Higher is better; unit: PERCENT.

- [R@5](<https://www.sota2.com/research/sota/smell-to-smell-retrieval-on-smellnet-test.md?metric=R%405>): Higher is better; unit: PERCENT.

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

## Recorded results

| Method | R@1 | Result date | Report paper |
| --- | --- | --- | --- |
| See & Sniff | 69.44 | Not recorded | 6a3e07d1206542251d7cb77e |
| SmellNet | 52.54 | Not recorded | 6a3e07d1206542251d7cb77e |

### See & Sniff

R@1: 69.44. Result ID: 6a3e422dfbc373592c60e6b8.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e07d1206542251d7cb77e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a3e07d1206542251d7cb77e.md>)

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

### SmellNet

R@1: 52.54. Result ID: 6a3e422dfbc373592c60e6b7.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e07d1206542251d7cb77e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c0e1e209131cea8c2a2.md>)

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

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