# Video Temporal Grounding on Charades-STA original (test)

Source: [Video Temporal Grounding on Charades-STA original (test)](<https://www.sota2.com/research/sota/video-temporal-grounding-on-charades-sta-original-test>)

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

Data updated: 2026-02-26T06:10:42.709Z

Evaluation of Video Temporal Grounding performance on the original test split of the Charades-STA dataset, measured using Recall metrics (R@0.3, R@0.5, R@0.7) and 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 | Video Temporal Grounding |
| Dataset (including any stated split) | Charades-STA original (test) |
| Metric | mIoU |
| Unit | PERCENT |
| 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

- [mIoU](<https://www.sota2.com/research/sota/video-temporal-grounding-on-charades-sta-original-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

- [R@0.3 (Rank 1)](<https://www.sota2.com/research/sota/video-temporal-grounding-on-charades-sta-original-test.md?metric=R%400.3%20(Rank%201)>): Higher is better; unit: PERCENT.

- [R@0.5 (Rank 1)](<https://www.sota2.com/research/sota/video-temporal-grounding-on-charades-sta-original-test.md?metric=R%400.5%20(Rank%201)>): Higher is better; unit: PERCENT.

- [R@0.7 (Rank 1)](<https://www.sota2.com/research/sota/video-temporal-grounding-on-charades-sta-original-test.md?metric=R%400.7%20(Rank%201)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mIoU | Result date | Report paper |
| --- | --- | --- | --- |
| VideoChat2-7B | 60.8 | Not recorded | 69423932456146936285078f |
| TimeChat-7B | 58.1 | Not recorded | 69423932456146936285078f |
| MiMo-VL-7B | 50 | Not recorded | 69423932456146936285078f |
| VideoChat-Flash-7B | 45.2 | Not recorded | 69423932456146936285078f |
| Qwen2.5-VL-7B | 43.6 | Not recorded | 69423932456146936285078f |
| TimeLens-7B | 42.3 | Not recorded | 69423932456146936285078f |
| Gemini-1.0-Pro | 35.1 | Not recorded | 69423932456146936285078f |
| GPT-4o | 34.7 | Not recorded | 69423932456146936285078f |
| Gemini-1.5-Pro | 34.6 | Not recorded | 69423932456146936285078f |
| Gemini-1.5-Flash | 31.1 | Not recorded | 69423932456146936285078f |
| GPT-4V | 28.4 | Not recorded | 69423932456146936285078f |

### VideoChat2-7B

mIoU: 60.8. Result ID: 69983b415698665ec49740e8.

[Reporting paper](<https://www.sota2.com/research/paper/69423932456146936285078f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ba11e209131cea89767.md>)

Recorded evaluation configuration: {"source":"original paper"}. This record does not assert independent reproduction.

### TimeChat-7B

mIoU: 58.1. Result ID: 69983b415698665ec49740e9.

[Reporting paper](<https://www.sota2.com/research/paper/69423932456146936285078f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79b81e209131cea7f1a6.md>)

Recorded evaluation configuration: {"source":"original paper"}. This record does not assert independent reproduction.

### MiMo-VL-7B

mIoU: 50. Result ID: 69983b415698665ec49740ea.

[Reporting paper](<https://www.sota2.com/research/paper/69423932456146936285078f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79121e209131cea7bfbd.md>)

Recorded evaluation configuration: {"source":"original paper"}. This record does not assert independent reproduction.

### VideoChat-Flash-7B

mIoU: 45.2. Result ID: 69983b415698665ec49740e7.

[Reporting paper](<https://www.sota2.com/research/paper/69423932456146936285078f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79fd1e209131cea807ed.md>)

Recorded evaluation configuration: {"source":"original paper"}. This record does not assert independent reproduction.

### Qwen2.5-VL-7B

mIoU: 43.6. Result ID: 69983b415698665ec49740eb.

[Reporting paper](<https://www.sota2.com/research/paper/69423932456146936285078f.md>)

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

Recorded evaluation configuration: {"mIoU\_source":"original paper","Status":"Baseline"}. This record does not assert independent reproduction.

### TimeLens-7B

mIoU: 42.3. Result ID: 69983b415698665ec49740ec.

[Reporting paper](<https://www.sota2.com/research/paper/69423932456146936285078f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69423932456146936285078f.md>)

[Implementation](<https://github.com/TencentARC/TimeLens>)

Recorded evaluation configuration: {"Model Category":"Open-Source"}. This record does not assert independent reproduction.

### Gemini-1.0-Pro

mIoU: 35.1. Result ID: 69983b415698665ec49740e4.

[Reporting paper](<https://www.sota2.com/research/paper/69423932456146936285078f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c311e209131cea8cef5.md>)

Recorded evaluation configuration: {"Model Category":"Proprietary"}. This record does not assert independent reproduction.

### GPT-4o

mIoU: 34.7. Result ID: 69983b415698665ec49740e2.

[Reporting paper](<https://www.sota2.com/research/paper/69423932456146936285078f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75681e209131cea67a98.md>)

Recorded evaluation configuration: {"Model Category":"Proprietary"}. This record does not assert independent reproduction.

### Gemini-1.5-Pro

mIoU: 34.6. Result ID: 69983b415698665ec49740e6.

[Reporting paper](<https://www.sota2.com/research/paper/69423932456146936285078f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c311e209131cea8cef5.md>)

Recorded evaluation configuration: {"Model Category":"Proprietary"}. This record does not assert independent reproduction.

### Gemini-1.5-Flash

mIoU: 31.1. Result ID: 69983b415698665ec49740e5.

[Reporting paper](<https://www.sota2.com/research/paper/69423932456146936285078f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c311e209131cea8cef5.md>)

Recorded evaluation configuration: {"Model Category":"Proprietary"}. This record does not assert independent reproduction.

### GPT-4V

mIoU: 28.4. Result ID: 69983b415698665ec49740e3.

[Reporting paper](<https://www.sota2.com/research/paper/69423932456146936285078f.md>)

Recorded evaluation configuration: {"Model Category":"Proprietary"}. This record does not assert independent reproduction.

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