# Video Corpus Moment Retrieval on DiDeMo 14 (test)

Source: [Video Corpus Moment Retrieval on DiDeMo 14 (test)](<https://www.sota2.com/research/sota/video-corpus-moment-retrieval-on-didemo-14-test>)

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

Data updated: 2026-02-27T06:29:53.111Z

Evaluation of Video Corpus Moment Retrieval performance on the test split of the DiDeMo 14 dataset, measured using Recall at K (R@K) metrics conditioned on Intersection over Union (IoU) thresholds (0.5 and 0.7).

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 Corpus Moment Retrieval (VCMR) |
| Dataset (including any stated split) | DiDeMo 14 (test) |
| Metric | Recall@1 (IoU=0.5) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 11 of 11 |
| 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 (IoU=0.5)](<https://www.sota2.com/research/sota/video-corpus-moment-retrieval-on-didemo-14-test.md?metric=Recall%401%20(IoU%3D0.5)>): Higher is better; unit: SCALAR.

- [Recall@10 (IoU=0.5)](<https://www.sota2.com/research/sota/video-corpus-moment-retrieval-on-didemo-14-test.md?metric=Recall%4010%20(IoU%3D0.5)>): Higher is better; unit: SCALAR.

- [Recall@100 (IoU=0.5)](<https://www.sota2.com/research/sota/video-corpus-moment-retrieval-on-didemo-14-test.md?metric=Recall%40100%20(IoU%3D0.5)>): Higher is better; unit: SCALAR.

- [Recall@1 (IoU=0.7)](<https://www.sota2.com/research/sota/video-corpus-moment-retrieval-on-didemo-14-test.md?metric=Recall%401%20(IoU%3D0.7)>): Higher is better; unit: SCALAR.

- [Recall@10 (IoU=0.7)](<https://www.sota2.com/research/sota/video-corpus-moment-retrieval-on-didemo-14-test.md?metric=Recall%4010%20(IoU%3D0.7)>): Higher is better; unit: SCALAR.

- [Recall@100 (IoU=0.7)](<https://www.sota2.com/research/sota/video-corpus-moment-retrieval-on-didemo-14-test.md?metric=Recall%40100%20(IoU%3D0.7)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Recall@1 (IoU=0.5) | Result date | Report paper |
| --- | --- | --- | --- |
| XML (TEF) | 2.26 | Not recorded | 68fa68281e209131cea1a5d3 |
| CAL+CAL (TEF, re-train) | 1.29 | Not recorded | 68fa68281e209131cea1a5d3 |
| Approx. CAL+CAL (TEF, re-train) | 1.27 | Not recorded | 68fa68281e209131cea1a5d3 |
| CAL+CAL (TEF) | 1.07 | Not recorded | 68fa68281e209131cea1a5d3 |
| CAL (TEF) | 0.97 | Not recorded | 68fa68281e209131cea1a5d3 |
| MCN+MCN (TEF) | 0.92 | Not recorded | 68fa68281e209131cea1a5d3 |
| MCN (TEF) | 0.88 | Not recorded | 68fa68281e209131cea1a5d3 |
| MEE+MCN (TEF) | 0.53 | Not recorded | 68fa68281e209131cea1a5d3 |
| TEF-only | 0.05 | Not recorded | 68fa68281e209131cea1a5d3 |
| Frequency | 0.02 | Not recorded | 68fa68281e209131cea1a5d3 |
| Chance | 0 | Not recorded | 68fa68281e209131cea1a5d3 |

### XML (TEF)

Recall@1 (IoU=0.5): 2.26. Result ID: 69a139c835dfcabb00e59dec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5d3.md>)

[Implementation](<https://tvr.cs.unc.edu/>)

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

### CAL+CAL (TEF, re-train)

Recall@1 (IoU=0.5): 1.29. Result ID: 69a139c835dfcabb00e59dea.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6be21e209131cea30df4.md>)

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

### Approx. CAL+CAL (TEF, re-train)

Recall@1 (IoU=0.5): 1.27. Result ID: 69a139c835dfcabb00e59deb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6be21e209131cea30df4.md>)

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

### CAL+CAL (TEF)

Recall@1 (IoU=0.5): 1.07. Result ID: 69a139c835dfcabb00e59de9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6be21e209131cea30df4.md>)

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

### CAL (TEF)

Recall@1 (IoU=0.5): 0.97. Result ID: 69a139c835dfcabb00e59de6.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6be21e209131cea30df4.md>)

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

### MCN+MCN (TEF)

Recall@1 (IoU=0.5): 0.92. Result ID: 69a139c835dfcabb00e59de8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa638c1e209131ce9ff7b3.md>)

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

### MCN (TEF)

Recall@1 (IoU=0.5): 0.88. Result ID: 69a139c835dfcabb00e59de5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa638c1e209131ce9ff7b3.md>)

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

### MEE+MCN (TEF)

Recall@1 (IoU=0.5): 0.53. Result ID: 69a139c835dfcabb00e59de7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66ed1e209131cea13420.md>)

[Implementation](<https://github.com/antoine77340/Mixture-of-Embedding-Experts>)

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

### TEF-only

Recall@1 (IoU=0.5): 0.05. Result ID: 69a139c835dfcabb00e59de4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5d3.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa638c1e209131ce9ff7b3.md>)

Recorded evaluation configuration: {"w/ video":"false"}. This record does not assert independent reproduction.

### Frequency

Recall@1 (IoU=0.5): 0.02. Result ID: 69a139c835dfcabb00e59de3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5d3.md>)

Recorded evaluation configuration: {"w/ video":"false"}. This record does not assert independent reproduction.

### Chance

Recall@1 (IoU=0.5): 0. Result ID: 69a139c835dfcabb00e59de2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa68281e209131cea1a5d3.md>)

Recorded evaluation configuration: {"w/ video":"false"}. This record does not assert independent reproduction.

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