# Text-to-Video Retrieval on DiDeMo 1 (val)

Source: [Text-to-Video Retrieval on DiDeMo 1 (val)](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-didemo-1-val>)

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

Data updated: 2026-02-26T05:59:23.351Z

Evaluation of Text-to-Video Retrieval performance on the validation split (DiDeMo 1) of the DiDeMo dataset, measured using R@1, R@5, R@10, and Median Rank (MdR).

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-Video Retrieval |
| Dataset (including any stated split) | DiDeMo 1 (val) |
| Metric | R@1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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/text-to-video-retrieval-on-didemo-1-val.md?metric=R%401>): Higher is better; unit: PERCENT.

- [R@5](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-didemo-1-val.md?metric=R%405>): Higher is better; unit: PERCENT.

- [R@10](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-didemo-1-val.md?metric=R%4010>): Higher is better; unit: PERCENT.

- [MdR](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-didemo-1-val.md?metric=MdR>): Lower is better; unit: SCALAR.

## Recorded results

| Method | R@1 | Result date | Report paper |
| --- | --- | --- | --- |
| Ours (WTI + CDCR) | 49 | Not recorded | 68fa6c001e209131cea31966 |
| Ours (WTI + CDCR) | 47.9 | Not recorded | 68fa6c001e209131cea31966 |
| CLIP4Clip | 41.4 | Not recorded | 68fa6c001e209131cea31966 |
| FROZEN | 31 | Not recorded | 68fa6c001e209131cea31966 |
| ClipBERT | 21.1 | Not recorded | 68fa6c001e209131cea31966 |
| CE | 15.6 | Not recorded | 68fa6c001e209131cea31966 |

### Ours (WTI + CDCR)

R@1: 49. Result ID: 698eb91cffc3901de0a01d0d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c001e209131cea31966.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c001e209131cea31966.md>)

Recorded evaluation configuration: {"Backbone":"ViT-B/16"}. This record does not assert independent reproduction.

### Ours (WTI + CDCR)

R@1: 47.9. Result ID: 698eb91cffc3901de0a01d0c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c001e209131cea31966.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c001e209131cea31966.md>)

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

### CLIP4Clip

R@1: 41.4. Result ID: 698eb91cffc3901de0a01d0b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c001e209131cea31966.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69e61e209131cea24b15.md>)

[Implementation](<https://github.com/ArrowLuo/CLIP4Clip>)

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

### FROZEN

R@1: 31. Result ID: 698eb91cffc3901de0a01d0a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c001e209131cea31966.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c8b1e209131cea349cb.md>)

[Implementation](<https://m-bain.github.io/webvid-dataset/>)

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

### ClipBERT

R@1: 21.1. Result ID: 698eb91cffc3901de0a01d09.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c001e209131cea31966.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa694e1e209131cea216c8.md>)

[Implementation](<https://github.com/jayleicn/ClipBERT>)

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

### CE

R@1: 15.6. Result ID: 698eb91cffc3901de0a01d08.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c001e209131cea31966.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67091e209131cea1404c.md>)

[Implementation](<https://www.sota2.com/www.robots.ox.ac.uk/~vgg/research/collaborative-experts/>)

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

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