# Text-to-Image Retrieval on MS-COCO Corrupt

Source: [Text-to-Image Retrieval on MS-COCO Corrupt](<https://www.sota2.com/research/sota/text-to-image-retrieval-on-ms-coco-corrupt>)

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

Data updated: 2026-06-01T08:44:39.516Z

Evaluation of Text-to-Image Retrieval performance using the MS-COCO Corrupt dataset, measured using Recall@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 | Text-to-Image Retrieval |
| Dataset (including any stated split) | MS-COCO Corrupt |
| Metric | Recall@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

- [Recall@1](<https://www.sota2.com/research/sota/text-to-image-retrieval-on-ms-coco-corrupt.md?metric=Recall%401>): Higher is better; unit: PERCENT.

- [Recall@5](<https://www.sota2.com/research/sota/text-to-image-retrieval-on-ms-coco-corrupt.md?metric=Recall%405>): Higher is better; unit: PERCENT.

- [Recall@10](<https://www.sota2.com/research/sota/text-to-image-retrieval-on-ms-coco-corrupt.md?metric=Recall%4010>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall@1 | Result date | Report paper |
| --- | --- | --- | --- |
| SSMoE | 30 | Not recorded | 6a1d11e7dbd7150506f83e2e |
| CLIP-MoE | 29.4 | Not recorded | 6a1d11e7dbd7150506f83e2e |

### SSMoE

Recall@1: 30. Result ID: 6a1d465bfbc373592c1688a5.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11e7dbd7150506f83e2e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1d11e7dbd7150506f83e2e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction.

### CLIP-MoE

Recall@1: 29.4. Result ID: 6a1d465bfbc373592c1688a4.

[Reporting paper](<https://www.sota2.com/research/paper/6a1d11e7dbd7150506f83e2e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78d21e209131cea7a9a0.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"zero-shot"}. This record does not assert independent reproduction.

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