# Text-to-video retrieval on DiDeMo (UTD-split)

Source: [Text-to-video retrieval on DiDeMo (UTD-split)](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-didemo-utd-split>)

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

Data updated: 2026-02-26T06:01:20.852Z

Evaluation of Text-to-Video Retrieval performance on the UTD-split subset of the DiDeMo dataset, measured using Recall@K metrics.

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) | DiDeMo (UTD-split) |
| Metric | Recall@1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 17 of 17 |
| 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](<https://www.sota2.com/research/sota/text-to-video-retrieval-on-didemo-utd-split.md?metric=Recall%401>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Recall@1 | Result date | Report paper |
| --- | --- | --- | --- |
| umt-L-17M | 35.6 | Not recorded | 68fa77911e209131cea73fde |
| umt-L-25M | 33.5 | Not recorded | 68fa77911e209131cea73fde |
| videomamba-vm-25M | 30.5 | Not recorded | 68fa77911e209131cea73fde |
| videomamba-vm-17M | 28.9 | Not recorded | 68fa77911e209131cea73fde |
| umt-B-17M | 27.6 | Not recorded | 68fa77911e209131cea73fde |
| videomamba-vm-5M | 27.1 | Not recorded | 68fa77911e209131cea73fde |
| umt-B-25M | 24.6 | Not recorded | 68fa77911e209131cea73fde |
| umt-L-5M | 21.8 | Not recorded | 68fa77911e209131cea73fde |
| umt-B-5M | 20.6 | Not recorded | 68fa77911e209131cea73fde |
| internvid-L-200M | 20.2 | Not recorded | 68fa77911e209131cea73fde |
| internvid-B-200M | 19.4 | Not recorded | 68fa77911e209131cea73fde |
| internvid-L-10M-FLT | 18.8 | Not recorded | 68fa77911e209131cea73fde |
| internvid-L-50M | 18.3 | Not recorded | 68fa77911e209131cea73fde |
| internvid-B-10M-FLT | 17.2 | Not recorded | 68fa77911e209131cea73fde |
| internvid-L-10M-DIV | 15.9 | Not recorded | 68fa77911e209131cea73fde |
| internvid-L-10M | 15.6 | Not recorded | 68fa77911e209131cea73fde |
| internvid-L-WebVid10M | 13.8 | Not recorded | 68fa77911e209131cea73fde |

### umt-L-17M

Recall@1: 35.6. Result ID: 699541ad3badfaffe62cf484.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72711e209131cea5652b.md>)

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

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### umt-L-25M

Recall@1: 33.5. Result ID: 699541ad3badfaffe62cf485.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72711e209131cea5652b.md>)

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

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### videomamba-vm-25M

Recall@1: 30.5. Result ID: 699541ad3badfaffe62cf488.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72831e209131cea56ea1.md>)

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

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### videomamba-vm-17M

Recall@1: 28.9. Result ID: 699541ad3badfaffe62cf487.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72831e209131cea56ea1.md>)

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

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### umt-B-17M

Recall@1: 27.6. Result ID: 699541ad3badfaffe62cf481.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72711e209131cea5652b.md>)

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

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### videomamba-vm-5M

Recall@1: 27.1. Result ID: 699541ad3badfaffe62cf486.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72831e209131cea56ea1.md>)

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

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### umt-B-25M

Recall@1: 24.6. Result ID: 699541ad3badfaffe62cf482.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72711e209131cea5652b.md>)

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

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### umt-L-5M

Recall@1: 21.8. Result ID: 699541ad3badfaffe62cf483.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72711e209131cea5652b.md>)

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

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### umt-B-5M

Recall@1: 20.6. Result ID: 699541ad3badfaffe62cf480.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72711e209131cea5652b.md>)

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

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### internvid-L-200M

Recall@1: 20.2. Result ID: 699541ad3badfaffe62cf490.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71ba1e209131cea52cd9.md>)

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### internvid-B-200M

Recall@1: 19.4. Result ID: 699541ad3badfaffe62cf48a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71ba1e209131cea52cd9.md>)

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### internvid-L-10M-FLT

Recall@1: 18.8. Result ID: 699541ad3badfaffe62cf48e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71ba1e209131cea52cd9.md>)

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### internvid-L-50M

Recall@1: 18.3. Result ID: 699541ad3badfaffe62cf48f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71ba1e209131cea52cd9.md>)

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### internvid-B-10M-FLT

Recall@1: 17.2. Result ID: 699541ad3badfaffe62cf489.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71ba1e209131cea52cd9.md>)

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### internvid-L-10M-DIV

Recall@1: 15.9. Result ID: 699541ad3badfaffe62cf48d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71ba1e209131cea52cd9.md>)

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### internvid-L-10M

Recall@1: 15.6. Result ID: 699541ad3badfaffe62cf48b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71ba1e209131cea52cd9.md>)

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

### internvid-L-WebVid10M

Recall@1: 13.8. Result ID: 699541ad3badfaffe62cf48c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73fde.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71ba1e209131cea52cd9.md>)

Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction.

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