# Video Question Answering on Cinepile 2024 (test)

Source: [Video Question Answering on Cinepile 2024 (test)](<https://www.sota2.com/research/sota/video-question-answering-on-cinepile-2024-test>)

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

Data updated: 2026-02-26T05:31:49.178Z

Evaluation of model performance on the test split of the Cinepile 2024 dataset for 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 | Video Question Answering |
| Dataset (including any stated split) | Cinepile 2024 (test) |
| 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-cinepile-2024-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| VideoDetective | 67.1 | Not recorded | 6948d08f423ea4226572a051 |
| Gemini-1.5-Pro | 60.12 | Not recorded | 6948d08f423ea4226572a051 |
| GPT-4o | 56.06 | Not recorded | 6948d08f423ea4226572a051 |
| MiniCPM-V 2.6 | 46.91 | Not recorded | 6948d08f423ea4226572a051 |
| LongVA | 41.04 | Not recorded | 6948d08f423ea4226572a051 |
| mPLUG-Owl3 | 38.27 | Not recorded | 6948d08f423ea4226572a051 |

### VideoDetective

Accuracy: 67.1. Result ID: 69982aa85698665ec4858421.

[Reporting paper](<https://www.sota2.com/research/paper/6948d08f423ea4226572a051.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6948d08f423ea4226572a051.md>)

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

### Gemini-1.5-Pro

Accuracy: 60.12. Result ID: 69982aa85698665ec485841c.

[Reporting paper](<https://www.sota2.com/research/paper/6948d08f423ea4226572a051.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76361e209131cea6be11.md>)

Recorded evaluation configuration: {"Size":"-","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### GPT-4o

Accuracy: 56.06. Result ID: 69982aa85698665ec485841d.

[Reporting paper](<https://www.sota2.com/research/paper/6948d08f423ea4226572a051.md>)

Recorded evaluation configuration: {"Size":"-","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### MiniCPM-V 2.6

Accuracy: 46.91. Result ID: 69982aa85698665ec485841f.

[Reporting paper](<https://www.sota2.com/research/paper/6948d08f423ea4226572a051.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74681e209131cea6183d.md>)

[Implementation](<https://github.com/OpenBMB/MiniCPM-V>)

Recorded evaluation configuration: {"Size":"8B","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction.

### LongVA

Accuracy: 41.04. Result ID: 69982aa85698665ec4858420.

[Reporting paper](<https://www.sota2.com/research/paper/6948d08f423ea4226572a051.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73ea1e209131cea5edfe.md>)

[Implementation](<https://github.com/EvolvingLMMs-Lab/LongVA>)

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

### mPLUG-Owl3

Accuracy: 38.27. Result ID: 69982aa85698665ec485841e.

[Reporting paper](<https://www.sota2.com/research/paper/6948d08f423ea4226572a051.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa746c1e209131cea61a16.md>)

[Implementation](<https://github.com/X-PLUG/mPLUG-Owl>)

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

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