# Video Retrieval on VCDB (C+D)

Source: [Video Retrieval on VCDB (C+D)](<https://www.sota2.com/research/sota/video-retrieval-on-vcdb-c-plus-d>)

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

Data updated: 2026-02-26T06:09:30.804Z

Evaluation of Video Retrieval performance on the VCDB (C+D) dataset, measured using mAP.

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 | Video Retrieval |
| Dataset (including any stated split) | VCDB (C+D) |
| Metric | mAP |
| 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

- [mAP](<https://www.sota2.com/research/sota/video-retrieval-on-vcdb-c-plus-d.md?metric=mAP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| ViSiL | 89.9 | Not recorded | 68fa6fcc1e209131cea4779e |
| DnS | 87.9 | Not recorded | 68fa6fcc1e209131cea4779e |
| S2VS | 87.9 | Not recorded | 68fa6fcc1e209131cea4779e |
| ViSiLf | 82 | Not recorded | 68fa6fcc1e209131cea4779e |
| LAMV | 78.6 | Not recorded | 68fa6fcc1e209131cea4779e |

### ViSiL

mAP: 89.9. Result ID: 6990fec03a6c31484904e12f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fcc1e209131cea4779e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66371e209131cea0edba.md>)

[Implementation](<https://github.com/MKLab-ITI/visil>)

Recorded evaluation configuration: {"Lab.":"✓","Trainset":"VCDB (C+D)"}. This record does not assert independent reproduction.

### DnS

mAP: 87.9. Result ID: 6990fec03a6c31484904e130.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fcc1e209131cea4779e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d341e209131cea385f3.md>)

[Implementation](<https://github.com/mever-team/distill-and-select>)

Recorded evaluation configuration: {"Lab.":"✓","Trainset":"DnS-100K"}. This record does not assert independent reproduction.

### S2VS

mAP: 87.9. Result ID: 6990fec03a6c31484904e131.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fcc1e209131cea4779e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fcc1e209131cea4779e.md>)

[Implementation](<https://github.com/gkordo/s2vs>)

Recorded evaluation configuration: {"Lab.":"X","Trainset":"DnS-100K"}. This record does not assert independent reproduction.

### ViSiLf

mAP: 82. Result ID: 6990fec03a6c31484904e12e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fcc1e209131cea4779e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66371e209131cea0edba.md>)

[Implementation](<https://github.com/MKLab-ITI/visil>)

Recorded evaluation configuration: {"Lab.":"X","Trainset":null}. This record does not assert independent reproduction.

### LAMV

mAP: 78.6. Result ID: 6990fec03a6c31484904e12d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6fcc1e209131cea4779e.md>)

Recorded evaluation configuration: {"Lab.":"X","Trainset":"YFCC100M"}. This record does not assert independent reproduction.

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