# Video Temporal Grounding on Charades-STA g43\_s7 (test)

Source: [Video Temporal Grounding on Charades-STA g43\_s7 (test)](<https://www.sota2.com/research/sota/video-temporal-grounding-on-charades-sta-g43_s7-test>)

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

Data updated: 2026-03-10T08:20:53.973Z

Evaluation of Video Temporal Grounding performance on the specific g43\_s7 test split of the Charades-STA dataset, measured using 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 g43\_s7 (test) |
| Metric | R@0.5 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 18 of 18 |
| 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@0.5](<https://www.sota2.com/research/sota/video-temporal-grounding-on-charades-sta-g43_s7-test.md?metric=R%400.5>): Higher is better; unit: PERCENT.

- [R@0.3](<https://www.sota2.com/research/sota/video-temporal-grounding-on-charades-sta-g43_s7-test.md?metric=R%400.3>): Higher is better; unit: PERCENT.

- [R@0.7](<https://www.sota2.com/research/sota/video-temporal-grounding-on-charades-sta-g43_s7-test.md?metric=R%400.7>): Higher is better; unit: PERCENT.

- [mIoU](<https://www.sota2.com/research/sota/video-temporal-grounding-on-charades-sta-g43_s7-test.md?metric=mIoU>): Higher is better; unit: PERCENT.

## Recorded results

| Method | R@0.5 | Result date | Report paper |
| --- | --- | --- | --- |
| Qwen2-VL-7B + T2SGrid-FT | 60.6 | Not recorded | 69afa5642d603e6de3e43841 |
| TimeSuite | 48.7 | Not recorded | 69afa5642d603e6de3e43841 |
| Qwen3-VL-8B + T2SGrid | 47 | Not recorded | 69afa5642d603e6de3e43841 |
| Qwen2-VL-7B + T2SGrid | 46.7 | Not recorded | 69afa5642d603e6de3e43841 |
| Qwen3-VL-8B | 43.4 | Not recorded | 69afa5642d603e6de3e43841 |
| NumPro | 42 | Not recorded | 69afa5642d603e6de3e43841 |
| TRACE | 40.3 | Not recorded | 69afa5642d603e6de3e43841 |
| GPT-4o + T2SGrid | 36.7 | Not recorded | 69afa5642d603e6de3e43841 |
| VTG-LLM | 33.8 | Not recorded | 69afa5642d603e6de3e43841 |
| GPT-4o | 32 | Not recorded | 69afa5642d603e6de3e43841 |
| HawkEye | 31.4 | Not recorded | 69afa5642d603e6de3e43841 |
| GroundingGPT | 29.6 | Not recorded | 69afa5642d603e6de3e43841 |
| VTimeLLM | 27.5 | Not recorded | 69afa5642d603e6de3e43841 |
| LLaVA-OneVision-1.5-8B + T2SGrid | 26.3 | Not recorded | 69afa5642d603e6de3e43841 |
| Momentor | 23 | Not recorded | 69afa5642d603e6de3e43841 |
| TimeChat | 22.9 | Not recorded | 69afa5642d603e6de3e43841 |
| LLaVA-OneVision-1.5-8B | 6.7 | Not recorded | 69afa5642d603e6de3e43841 |
| Qwen2-VL-7B | 5.4 | Not recorded | 69afa5642d603e6de3e43841 |

### Qwen2-VL-7B + T2SGrid-FT

R@0.5: 60.6. Result ID: 69afd4636dbb7075b9581dc2.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

Recorded evaluation configuration: {"Model Category":"General Vision-LLMs","Framework":"T2SGrid-FT"}. This record does not assert independent reproduction.

### TimeSuite

R@0.5: 48.7. Result ID: 69afd4636dbb7075b9581db7.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76f11e209131cea7022c.md>)

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

Recorded evaluation configuration: {"Model Category":"VTG-Tuned Vision-LLMs"}. This record does not assert independent reproduction.

### Qwen3-VL-8B + T2SGrid

R@0.5: 47. Result ID: 69afd4636dbb7075b9581dbd.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

Recorded evaluation configuration: {"Model Category":"General Vision-LLMs","Framework":"T2SGrid"}. This record does not assert independent reproduction.

### Qwen2-VL-7B + T2SGrid

R@0.5: 46.7. Result ID: 69afd4636dbb7075b9581dc1.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

Recorded evaluation configuration: {"Model Category":"General Vision-LLMs","Framework":"T2SGrid"}. This record does not assert independent reproduction.

### Qwen3-VL-8B

R@0.5: 43.4. Result ID: 69afd4636dbb7075b9581dbc.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

Recorded evaluation configuration: {"Model Category":"General Vision-LLMs"}. This record does not assert independent reproduction.

### NumPro

R@0.5: 42. Result ID: 69afd4636dbb7075b9581db9.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77911e209131cea73f6e.md>)

[Implementation](<https://github.com/yongliang-wu/NumPro>)

Recorded evaluation configuration: {"Model Category":"VTG-Tuned Vision-LLMs"}. This record does not assert independent reproduction.

### TRACE

R@0.5: 40.3. Result ID: 69afd4636dbb7075b9581db8.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa773f1e209131cea71f6d.md>)

Recorded evaluation configuration: {"Model Category":"VTG-Tuned Vision-LLMs"}. This record does not assert independent reproduction.

### GPT-4o + T2SGrid

R@0.5: 36.7. Result ID: 69afd4636dbb7075b9581dbb.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

Recorded evaluation configuration: {"Model Category":"General Vision-LLMs","Framework":"T2SGrid"}. This record does not assert independent reproduction.

### VTG-LLM

R@0.5: 33.8. Result ID: 69afd4636dbb7075b9581db2.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76c61e209131cea6eefa.md>)

Recorded evaluation configuration: {"Model Category":"VTG-Tuned Vision-LLMs"}. This record does not assert independent reproduction.

### GPT-4o

R@0.5: 32. Result ID: 69afd4636dbb7075b9581dba.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

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

Recorded evaluation configuration: {"Model Category":"General Vision-LLMs"}. This record does not assert independent reproduction.

### HawkEye

R@0.5: 31.4. Result ID: 69afd4636dbb7075b9581db6.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72801e209131cea56d03.md>)

[Implementation](<https://github.com/yellow-binary-tree/HawkEye>)

Recorded evaluation configuration: {"Model Category":"VTG-Tuned Vision-LLMs"}. This record does not assert independent reproduction.

### GroundingGPT

R@0.5: 29.6. Result ID: 69afd4636dbb7075b9581db1.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72601e209131cea56081.md>)

[Implementation](<https://github.com/lzw-lzw/GroundingGPT>)

Recorded evaluation configuration: {"Model Category":"VTG-Tuned Vision-LLMs"}. This record does not assert independent reproduction.

### VTimeLLM

R@0.5: 27.5. Result ID: 69afd4636dbb7075b9581db4.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

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

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

Recorded evaluation configuration: {"Model Category":"VTG-Tuned Vision-LLMs"}. This record does not assert independent reproduction.

### LLaVA-OneVision-1.5-8B + T2SGrid

R@0.5: 26.3. Result ID: 69afd4636dbb7075b9581dbf.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

Recorded evaluation configuration: {"Model Category":"General Vision-LLMs","Framework":"T2SGrid"}. This record does not assert independent reproduction.

### Momentor

R@0.5: 23. Result ID: 69afd4636dbb7075b9581db5.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73661e209131cea5c35b.md>)

Recorded evaluation configuration: {"Model Category":"VTG-Tuned Vision-LLMs"}. This record does not assert independent reproduction.

### TimeChat

R@0.5: 22.9. Result ID: 69afd4636dbb7075b9581db3.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

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

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

Recorded evaluation configuration: {"Model Category":"VTG-Tuned Vision-LLMs"}. This record does not assert independent reproduction.

### LLaVA-OneVision-1.5-8B

R@0.5: 6.7. Result ID: 69afd4636dbb7075b9581dbe.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa756f1e209131cea67e58.md>)

[Implementation](<https://llava-vl.github.io/blog/llava-onevision>)

Recorded evaluation configuration: {"Model Category":"General Vision-LLMs"}. This record does not assert independent reproduction.

### Qwen2-VL-7B

R@0.5: 5.4. Result ID: 69afd4636dbb7075b9581dc0.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5642d603e6de3e43841.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75151e209131cea65976.md>)

[Implementation](<https://github.com/QwenLM/Qwen2-VL>)

Recorded evaluation configuration: {"Model Category":"General Vision-LLMs"}. This record does not assert independent reproduction.

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