# Video Retrieval on FIVR-200K ISVR

Source: [Video Retrieval on FIVR-200K ISVR](<https://www.sota2.com/research/sota/video-retrieval-on-fivr-200k-isvr>)

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

Data updated: 2026-02-26T06:09:30.821Z

Evaluation of Video Retrieval performance specifically focused on the ISVR aspect of the FIVR-200K dataset, typically 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) | FIVR-200K ISVR |
| Metric | mAP |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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-fivr-200k-isvr.md?metric=mAP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| S2VS | 74.6 | Not recorded | 68fa6fcc1e209131cea4779e |
| DnS | 74.1 | Not recorded | 68fa6fcc1e209131cea4779e |
| S2VS | 73.9 | Not recorded | 68fa6fcc1e209131cea4779e |
| ViSiL | 72.3 | Not recorded | 68fa6fcc1e209131cea4779e |
| ViSiLf | 72.1 | Not recorded | 68fa6fcc1e209131cea4779e |
| VRLf | 70.9 | Not recorded | 68fa6fcc1e209131cea4779e |
| TCAf | 70.3 | Not recorded | 68fa6fcc1e209131cea4779e |
| LAMV | 47.9 | Not recorded | 68fa6fcc1e209131cea4779e |
| DML | 44 | Not recorded | 68fa6fcc1e209131cea4779e |

### S2VS

mAP: 74.6. Result ID: 6990fec03a6c31484904e14b.

[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":"VCDB (D)"}. This record does not assert independent reproduction.

### DnS

mAP: 74.1. Result ID: 6990fec03a6c31484904e14a.

[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: 73.9. Result ID: 6990fec03a6c31484904e14c.

[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.

### ViSiL

mAP: 72.3. Result ID: 6990fec03a6c31484904e149.

[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.

### ViSiLf

mAP: 72.1. Result ID: 6990fec03a6c31484904e148.

[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.

### VRLf

mAP: 70.9. Result ID: 6990fec03a6c31484904e147.

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

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

### TCAf

mAP: 70.3. Result ID: 6990fec03a6c31484904e146.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa686e1e209131cea1c21a.md>)

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

### LAMV

mAP: 47.9. Result ID: 6990fec03a6c31484904e145.

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

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

### DML

mAP: 44. Result ID: 6990fec03a6c31484904e144.

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

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

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