# Temporal Video Grounding on Charades-STA (R@1 IoU=0.7, mIoU)

Source: [Temporal Video Grounding on Charades-STA (R@1 IoU=0.7, mIoU)](<https://www.sota2.com/research/sota/temporal-video-grounding-on-charades-sta-r-at-1-iou-0-7-miou>)

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

Data updated: 2026-05-15T07:24:23.258Z

Evaluation of Temporal Video Grounding performance on the Charades-STA dataset, reporting Rank-1 Recall at IoU threshold 0.7 (R@0.7) and mean IoU (mIoU).

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 | Temporal Video Grounding |
| Dataset (including any stated split) | Charades-STA |
| Metric | R@1 (IoU=0.7) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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@1 (IoU=0.7)](<https://www.sota2.com/research/sota/temporal-video-grounding-on-charades-sta-r-at-1-iou-0-7-miou.md?metric=R%401%20(IoU%3D0.7)>): Higher is better; unit: PERCENT.

- [mIoU](<https://www.sota2.com/research/sota/temporal-video-grounding-on-charades-sta-r-at-1-iou-0-7-miou.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | R@1 (IoU=0.7) | Result date | Report paper |
| --- | --- | --- | --- |
| REVISOR | 31.8 | Not recorded | 691bfe1d6750be83fe5cecdb |
| iMOVE | 26.1 | Not recorded | 691bfe1d6750be83fe5cecdb |
| TVG-R1 | 23.9 | Not recorded | 691bfe1d6750be83fe5cecdb |
| VideoChat-TPO | 18.4 | Not recorded | 691bfe1d6750be83fe5cecdb |
| Qwen2.5-VL-7B | 15.5 | Not recorded | 691bfe1d6750be83fe5cecdb |
| VTimeLLM | 14.7 | Not recorded | 691bfe1d6750be83fe5cecdb |
| TimeChat | 13.4 | Not recorded | 691bfe1d6750be83fe5cecdb |

### REVISOR

R@1 (IoU=0.7): 31.8. Result ID: 6a06ca2047f34ce924edff3e.

[Reporting paper](<https://www.sota2.com/research/paper/691bfe1d6750be83fe5cecdb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691bfe1d6750be83fe5cecdb.md>)

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

### iMOVE

R@1 (IoU=0.7): 26.1. Result ID: 6a06ca2047f34ce924edff3a.

[Reporting paper](<https://www.sota2.com/research/paper/691bfe1d6750be83fe5cecdb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77011e209131cea706af.md>)

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

### TVG-R1

R@1 (IoU=0.7): 23.9. Result ID: 6a06ca2047f34ce924edff3d.

[Reporting paper](<https://www.sota2.com/research/paper/691bfe1d6750be83fe5cecdb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7a391e209131cea81ec4.md>)

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

### VideoChat-TPO

R@1 (IoU=0.7): 18.4. Result ID: 6a06ca2047f34ce924edff3c.

[Reporting paper](<https://www.sota2.com/research/paper/691bfe1d6750be83fe5cecdb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79cc1e209131cea7f694.md>)

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

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

### Qwen2.5-VL-7B

R@1 (IoU=0.7): 15.5. Result ID: 6a06ca2047f34ce924edff38.

[Reporting paper](<https://www.sota2.com/research/paper/691bfe1d6750be83fe5cecdb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa773a1e209131cea71d3c.md>)

Recorded evaluation configuration: {"Parameters":"7B"}. This record does not assert independent reproduction.

### VTimeLLM

R@1 (IoU=0.7): 14.7. Result ID: 6a06ca2047f34ce924edff39.

[Reporting paper](<https://www.sota2.com/research/paper/691bfe1d6750be83fe5cecdb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa715b1e209131cea50d56.md>)

[Implementation](<https://github.com/huangb23/VTimeLLM>)

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

### TimeChat

R@1 (IoU=0.7): 13.4. Result ID: 6a06ca2047f34ce924edff3b.

[Reporting paper](<https://www.sota2.com/research/paper/691bfe1d6750be83fe5cecdb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ac1e209131cea57c30.md>)

[Implementation](<https://github.com/RenShuhuai-Andy/TimeChat>)

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

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