# Streaming Video Question Answering on VStream-QA RVSMovie (test)

Source: [Streaming Video Question Answering on VStream-QA RVSMovie (test)](<https://www.sota2.com/research/sota/streaming-video-question-answering-on-vstream-qa-rvsmovie-test>)

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

Data updated: 2026-05-22T08:37:08.238Z

Evaluation of model performance on the test split of the VStream-QA RVSMovie dataset for Streaming Video Question Answering, reporting Accuracy.

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 | Streaming Video Question Answering |
| Dataset (including any stated split) | VStream-QA RVSMovie (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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/streaming-video-question-answering-on-vstream-qa-rvsmovie-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| FVStream | 56.1 | Not recorded | 6a0fe301f984739ed6739ccc |
| FVStream | 54.7 | Not recorded | 6a0fe301f984739ed6739ccc |
| ReKV | 54.4 | Not recorded | 6a0fe301f984739ed6739ccc |
| MuKV | 48.5 | Not recorded | 6a0fe301f984739ed6739ccc |
| ReKV | 48.2 | Not recorded | 6a0fe301f984739ed6739ccc |
| MuKV | 45.2 | Not recorded | 6a0fe301f984739ed6739ccc |
| ReKV | 44.6 | Not recorded | 6a0fe301f984739ed6739ccc |
| ReKV | 42.3 | Not recorded | 6a0fe301f984739ed6739ccc |

### FVStream

Accuracy: 56.1. Result ID: 6a1015adfbc373592c091fca.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe301f984739ed6739ccc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73ea1e209131cea5ede6.md>)

[Implementation](<https://invinciblwyq.github.io/vstream-page>)

Recorded evaluation configuration: {"Size":"7B","Evaluation Protocol":"GPT-3.5-turbo-0613"}. This record does not assert independent reproduction.

### FVStream

Accuracy: 54.7. Result ID: 6a1015adfbc373592c091fcd.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe301f984739ed6739ccc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73ea1e209131cea5ede6.md>)

[Implementation](<https://invinciblwyq.github.io/vstream-page>)

Recorded evaluation configuration: {"Size":"7B","Evaluation Protocol":"GPT-3.5-turbo"}. This record does not assert independent reproduction.

### ReKV

Accuracy: 54.4. Result ID: 6a1015adfbc373592c091fcc.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe301f984739ed6739ccc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77431e209131cea72135.md>)

Recorded evaluation configuration: {"Size":"7B","#Inf. Tok":"12.5K","# Mem. Tok":"59K","Evaluation Protocol":"GPT-3.5-turbo-0613"}. This record does not assert independent reproduction.

### MuKV

Accuracy: 48.5. Result ID: 6a1015adfbc373592c091fd1.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe301f984739ed6739ccc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0fe301f984739ed6739ccc.md>)

Recorded evaluation configuration: {"Size":"7B","#Inf. Tok":"8.3K","# Mem. Tok":"59K","Evaluation Protocol":"GPT-3.5-turbo"}. This record does not assert independent reproduction.

### ReKV

Accuracy: 48.2. Result ID: 6a1015adfbc373592c091fcf.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe301f984739ed6739ccc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77431e209131cea72135.md>)

Recorded evaluation configuration: {"Size":"7B","#Inf. Tok":"12.5K","# Mem. Tok":"59K","Evaluation Protocol":"GPT-3.5-turbo"}. This record does not assert independent reproduction.

### MuKV

Accuracy: 45.2. Result ID: 6a1015adfbc373592c091fd0.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe301f984739ed6739ccc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0fe301f984739ed6739ccc.md>)

Recorded evaluation configuration: {"Size":"0.5B","#Inf. Tok":"8.3K","# Mem. Tok":"59K","Evaluation Protocol":"GPT-3.5-turbo"}. This record does not assert independent reproduction.

### ReKV

Accuracy: 44.6. Result ID: 6a1015adfbc373592c091fcb.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe301f984739ed6739ccc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77431e209131cea72135.md>)

Recorded evaluation configuration: {"Size":"0.5B","#Inf. Tok":"12.5K","# Mem. Tok":"59K","Evaluation Protocol":"GPT-3.5-turbo-0613"}. This record does not assert independent reproduction.

### ReKV

Accuracy: 42.3. Result ID: 6a1015adfbc373592c091fce.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe301f984739ed6739ccc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77431e209131cea72135.md>)

Recorded evaluation configuration: {"Size":"0.5B","#Inf. Tok":"12.5K","# Mem. Tok":"59K","Evaluation Protocol":"GPT-3.5-turbo"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.