# Text-to-Video Retrieval on MSVD 43 (val)

Source: [Text-to-Video Retrieval on MSVD 43 (val)](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-msvd-43-val>)

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

Data updated: 2026-02-26T06:01:22.490Z

Evaluation of Text-to-Video Retrieval performance on the validation split of the MSVD 43 dataset, measured using Recall@K (R@K) and Median Rank (MdR) 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-Video Retrieval |
| Dataset (including any stated split) | MSVD 43 (val) |
| Metric | Recall@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

- [Recall@1](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-msvd-43-val.md?metric=Recall%401>): Higher is better; unit: PERCENT.

- [Recall@5](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-msvd-43-val.md?metric=Recall%405>): Higher is better; unit: PERCENT.

- [Recall@10](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-msvd-43-val.md?metric=Recall%4010>): Higher is better; unit: PERCENT.

- [Median Rank](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-msvd-43-val.md?metric=Median%20Rank>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Recall@1 | Result date | Report paper |
| --- | --- | --- | --- |
| Ours (WTI + CDCR) | 50 | Not recorded | 68fa6c001e209131cea31966 |
| Ours (WTI + CDCR) | 48.3 | Not recorded | 68fa6c001e209131cea31966 |
| CLIP4Clip | 45.2 | Not recorded | 68fa6c001e209131cea31966 |
| CLIP | 37 | Not recorded | 68fa6c001e209131cea31966 |
| FROZEN | 33.7 | Not recorded | 68fa6c001e209131cea31966 |
| SUPPORT | 28.4 | Not recorded | 68fa6c001e209131cea31966 |
| CE | 19.8 | Not recorded | 68fa6c001e209131cea31966 |

### Ours (WTI + CDCR)

Recall@1: 50. Result ID: 698eb91cffc3901de0a01ce8.

[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)

Recall@1: 48.3. Result ID: 698eb91cffc3901de0a01ce7.

[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

Recall@1: 45.2. Result ID: 698eb91cffc3901de0a01ce6.

[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.

### CLIP

Recall@1: 37. Result ID: 698eb91cffc3901de0a01ce5.

[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.

### FROZEN

Recall@1: 33.7. Result ID: 698eb91cffc3901de0a01ce4.

[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.

### SUPPORT

Recall@1: 28.4. Result ID: 698eb91cffc3901de0a01ce3.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa691b1e209131cea2044f.md>)

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

### CE

Recall@1: 19.8. Result ID: 698eb91cffc3901de0a01ce2.

[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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