# Text-to-Video Retrieval on Condensed Movies

Source: [Text-to-Video Retrieval on Condensed Movies](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-condensed-movies>)

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

Data updated: 2026-02-26T05:59:23.710Z

Evaluation of Text-to-Video retrieval performance on the Condensed Movies dataset, measured using Recall@K (R@1, R@5, R@10) and Rank metrics (MdR, MnR).

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) | Condensed Movies |
| Metric | R@1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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-condensed-movies.md?metric=R%401>): Higher is better; unit: PERCENT.

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

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

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

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

## Recorded results

| Method | R@1 | Result date | Report paper |
| --- | --- | --- | --- |
| Query-scoring | 27 | Not recorded | 68fa6c9c1e209131cea34e17 |
| Clip4clip | 24.4 | Not recorded | 68fa6c9c1e209131cea34e17 |
| Clip4clip | 19.3 | Not recorded | 68fa6c9c1e209131cea34e17 |
| Frozen | 12.6 | Not recorded | 68fa6c9c1e209131cea34e17 |
| TeachText | 12.1 | Not recorded | 68fa6c9c1e209131cea34e17 |

### Query-scoring

R@1: 27. Result ID: 698f25683a6c314849f62db3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c9c1e209131cea34e17.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c9c1e209131cea34e17.md>)

Recorded evaluation configuration: {"mode":"q-score"}. This record does not assert independent reproduction.

### Clip4clip

R@1: 24.4. Result ID: 698f25683a6c314849f62db1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c9c1e209131cea34e17.md>)

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

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

Recorded evaluation configuration: {"aggregation":"mean"}. This record does not assert independent reproduction.

### Clip4clip

R@1: 19.3. Result ID: 698f25683a6c314849f62db2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c9c1e209131cea34e17.md>)

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

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

Recorded evaluation configuration: {"aggregation":"seqTransf"}. This record does not assert independent reproduction.

### Frozen

R@1: 12.6. Result ID: 698f25683a6c314849f62db0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c9c1e209131cea34e17.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.

### TeachText

R@1: 12.1. Result ID: 698f25683a6c314849f62daf.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c9c1e209131cea34e17.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ade1e209131cea2aec4.md>)

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

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