# Video Question Answering on VideoTemp-Bench 0~3min

Source: [Video Question Answering on VideoTemp-Bench 0~3min](<https://www.sota2.com/research/sota/video-question-answering-on-videotemp-bench-0-3min>)

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

Data updated: 2026-02-26T05:31:23.299Z

Evaluation of model performance on the VideoTemp-Bench 0~3min dataset for Video Question Answering tasks.

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 Question Answering |
| Dataset (including any stated split) | VideoTemp-Bench 0~3min |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/video-question-answering-on-videotemp-bench-0-3min.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| VideoChat-R1-7B | 82 | Not recorded | 698abc01c97a0b3e3b5de2fb |
| Gemini-2.5-Pro | 81.6 | Not recorded | 698abc01c97a0b3e3b5de2fb |
| Video-R1-7B | 81 | Not recorded | 698abc01c97a0b3e3b5de2fb |
| VideoTemp-o3-7B-RL | 81 | Not recorded | 698abc01c97a0b3e3b5de2fb |
| VideoTemp-o3-7B-SFT | 78.3 | Not recorded | 698abc01c97a0b3e3b5de2fb |
| Qwen2.5-VL-7B | 75 | Not recorded | 698abc01c97a0b3e3b5de2fb |

### VideoChat-R1-7B

Accuracy: 82. Result ID: 69972cbf5698665ec47b9cae.

[Reporting paper](<https://www.sota2.com/research/paper/698abc01c97a0b3e3b5de2fb.md>)

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

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

### Gemini-2.5-Pro

Accuracy: 81.6. Result ID: 69972cbf5698665ec47b9cad.

[Reporting paper](<https://www.sota2.com/research/paper/698abc01c97a0b3e3b5de2fb.md>)

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

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

### Video-R1-7B

Accuracy: 81. Result ID: 69972cbf5698665ec47b9caf.

[Reporting paper](<https://www.sota2.com/research/paper/698abc01c97a0b3e3b5de2fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c6f1e209131cea8e0ec.md>)

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

### VideoTemp-o3-7B-RL

Accuracy: 81. Result ID: 69972cbf5698665ec47b9cb2.

[Reporting paper](<https://www.sota2.com/research/paper/698abc01c97a0b3e3b5de2fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698abc01c97a0b3e3b5de2fb.md>)

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

### VideoTemp-o3-7B-SFT

Accuracy: 78.3. Result ID: 69972cbf5698665ec47b9cb1.

[Reporting paper](<https://www.sota2.com/research/paper/698abc01c97a0b3e3b5de2fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698abc01c97a0b3e3b5de2fb.md>)

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

### Qwen2.5-VL-7B

Accuracy: 75. Result ID: 69972cbf5698665ec47b9cb0.

[Reporting paper](<https://www.sota2.com/research/paper/698abc01c97a0b3e3b5de2fb.md>)

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

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

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