# Text-to-Video Retrieval on LSMDC 39 (val)

Source: [Text-to-Video Retrieval on LSMDC 39 (val)](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-lsmdc-39-val>)

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

Data updated: 2026-02-26T05:59:23.295Z

Evaluation of Text-to-Video retrieval performance on the validation split (39) of the LSMDC dataset, measured using R@K and Median Rank metrics (R@1, R@5, R@10, 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) | LSMDC 39 (val) |
| Metric | R@1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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-lsmdc-39-val.md?metric=R%401>): Higher is better; unit: PERCENT.

- [R@5](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-lsmdc-39-val.md?metric=R%405>): Higher is better; unit: PERCENT.

- [R@10](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-lsmdc-39-val.md?metric=R%4010>): Higher is better; unit: PERCENT.

- [MdR](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-lsmdc-39-val.md?metric=MdR>): Lower is better; unit: SCALAR.

## Recorded results

| Method | R@1 | Result date | Report paper |
| --- | --- | --- | --- |
| Ours (WTI + CDCR) | 26.5 | Not recorded | 68fa6c001e209131cea31966 |
| Ours (WTI + CDCR) | 24.9 | Not recorded | 68fa6c001e209131cea31966 |
| CLIP4Clip | 22.6 | Not recorded | 68fa6c001e209131cea31966 |
| MDMMT | 18.8 | Not recorded | 68fa6c001e209131cea31966 |
| MMT | 12.9 | Not recorded | 68fa6c001e209131cea31966 |
| CLIP | 11.3 | Not recorded | 68fa6c001e209131cea31966 |
| CE | 11.2 | Not recorded | 68fa6c001e209131cea31966 |

### Ours (WTI + CDCR)

R@1: 26.5. Result ID: 698eb91cffc3901de0a01cfd.

[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: 24.9. Result ID: 698eb91cffc3901de0a01cfc.

[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: 22.6. Result ID: 698eb91cffc3901de0a01cfb.

[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.

### MDMMT

R@1: 18.8. Result ID: 698eb91cffc3901de0a01cfa.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa680d1e209131cea19dc1.md>)

[Implementation](<http://thoth.inrialpes.fr/research/MMT>)

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

### MMT

R@1: 12.9. Result ID: 698eb91cffc3901de0a01cf8.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa680d1e209131cea19dc1.md>)

[Implementation](<http://thoth.inrialpes.fr/research/MMT>)

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

### CLIP

R@1: 11.3. Result ID: 698eb91cffc3901de0a01cf9.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa69581e209131cea21ad0.md>)

[Implementation](<https://github.com/OpenAI/CLIP>)

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

### CE

R@1: 11.2. Result ID: 698eb91cffc3901de0a01cf7.

[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.

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