# Detour video retrieval on Detours (test)

Source: [Detour video retrieval on Detours (test)](<https://www.sota2.com/research/sota/detour-video-retrieval-on-detours-test>)

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

Data updated: 2026-02-26T05:59:41.948Z

Evaluation of Detour video retrieval performance on the test split of the Detours dataset, measured using R@5, R@10, R@50, and Median Rank (MedR).

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 | Detour video retrieval |
| Dataset (including any stated split) | Detours (test) |
| Metric | R@5 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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@5](<https://www.sota2.com/research/sota/detour-video-retrieval-on-detours-test.md?metric=R%405>): Higher is better; unit: PERCENT.

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

- [R@50](<https://www.sota2.com/research/sota/detour-video-retrieval-on-detours-test.md?metric=R%4050>): Higher is better; unit: PERCENT.

- [MedR](<https://www.sota2.com/research/sota/detour-video-retrieval-on-detours-test.md?metric=MedR>): Lower is better; unit: SCALAR.

## Recorded results

| Method | R@5 | Result date | Report paper |
| --- | --- | --- | --- |
| VidDetours | 17.6 | Not recorded | 68fa73121e209131cea5a46f |
| VidDetours | 16.5 | Not recorded | 68fa73121e209131cea5a46f |
| VidDetours | 13.9 | Not recorded | 68fa73121e209131cea5a46f |
| InternVideo | 9.7 | Not recorded | 68fa73121e209131cea5a46f |
| CLIP-Hitchhiker | 8.4 | Not recorded | 68fa73121e209131cea5a46f |
| Distant Supervision | 8.4 | Not recorded | 68fa73121e209131cea5a46f |
| CLIP | 7.9 | Not recorded | 68fa73121e209131cea5a46f |
| Multi-modal LLM | 5.9 | Not recorded | 68fa73121e209131cea5a46f |
| COVR | 4.3 | Not recorded | 68fa73121e209131cea5a46f |
| Text-only | 3.9 | Not recorded | 68fa73121e209131cea5a46f |

### VidDetours

R@5: 17.6. Result ID: 6992a9d43a6c3148491088ec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.md>)

Recorded evaluation configuration: {"variant":"Full"}. This record does not assert independent reproduction.

### VidDetours

R@5: 16.5. Result ID: 6992a9d43a6c3148491088ed.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.md>)

Recorded evaluation configuration: {"hard-negatives":"false"}. This record does not assert independent reproduction.

### VidDetours

R@5: 13.9. Result ID: 6992a9d43a6c3148491088ee.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.md>)

Recorded evaluation configuration: {"parser":"true"}. This record does not assert independent reproduction.

### InternVideo

R@5: 9.7. Result ID: 6992a9d43a6c3148491088e8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e201e209131cea3dfc3.md>)

[Implementation](<https://github.com/OpenGVLab/InternVideo>)

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

### CLIP-Hitchhiker

R@5: 8.4. Result ID: 6992a9d43a6c3148491088e7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.md>)

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

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

### Distant Supervision

R@5: 8.4. Result ID: 6992a9d43a6c3148491088e9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cda1e209131cea36445.md>)

[Implementation](<https://github.com/facebookresearch/video-distant-supervision>)

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

### CLIP

R@5: 7.9. Result ID: 6992a9d43a6c3148491088e6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.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.

### Multi-modal LLM

R@5: 5.9. Result ID: 6992a9d43a6c3148491088ea.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ed31e209131cea42700.md>)

[Implementation](<https://antoyang.github.io/vid2seq.html>)

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

### COVR

R@5: 4.3. Result ID: 6992a9d43a6c3148491088eb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77af1e209131cea74b9e.md>)

[Implementation](<https://imagine.enpc.fr/~ventural/covr>)

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

### Text-only

R@5: 3.9. Result ID: 6992a9d43a6c3148491088e5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa73121e209131cea5a46f.md>)

Recorded evaluation configuration: {"modality":"text"}. This record does not assert independent reproduction.

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