# General Video Understanding on VideoMME Long

Source: [General Video Understanding on VideoMME Long](<https://www.sota2.com/research/sota/general-video-understanding-on-videomme-long>)

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

Data updated: 2026-03-13T06:58:00.028Z

Evaluation of general video understanding capabilities on the VideoMME Long dataset, measured by Accuracy (Acc).

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 | General Video Understanding |
| Dataset (including any stated split) | VideoMME Long |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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/general-video-understanding-on-videomme-long.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Qwen2.5-VL-7B-Instruct | 41.6 | Not recorded | 691bfe116750be83fe5cec65 |
| DeepSport | 40.4 | Not recorded | 691bfe116750be83fe5cec65 |

### Qwen2.5-VL-7B-Instruct

Accuracy: 41.6. Result ID: 69b3b4aa47f34ce9249d1f49.

[Reporting paper](<https://www.sota2.com/research/paper/691bfe116750be83fe5cec65.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767b1e209131cea6d4ec.md>)

Recorded evaluation configuration: {"Frames":"32"}. This record does not assert independent reproduction.

### DeepSport

Accuracy: 40.4. Result ID: 69b3b4aa47f34ce9249d1f4a.

[Reporting paper](<https://www.sota2.com/research/paper/691bfe116750be83fe5cec65.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691bfe116750be83fe5cec65.md>)

Recorded evaluation configuration: {"Frames":"12.5"}. This record does not assert independent reproduction.

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