# Video QA on ActivityNet

Source: [Video QA on ActivityNet](<https://www.sota2.com/research/sota/video-qa-on-activitynet>)

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

Data updated: 2026-02-26T05:29:08.614Z

Evaluation of Video Question Answering (Video QA) performance on the ActivityNet dataset, 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 QA |
| Dataset (including any stated split) | ActivityNet |
| 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/video-qa-on-activitynet.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| PaLI-3 | 51.2 | Not recorded | 68fa70e51e209131cea4dbfe |
| PaLI-X | 49.4 | Not recorded | 68fa70e51e209131cea4dbfe |

### PaLI-3

Accuracy: 51.2. Result ID: 69914d243a6c314849072902.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70e51e209131cea4dbfe.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70e51e209131cea4dbfe.md>)

Recorded evaluation configuration: {"number of frames":"16"}. This record does not assert independent reproduction.

### PaLI-X

Accuracy: 49.4. Result ID: 69914d243a6c314849072901.

[Reporting paper](<https://www.sota2.com/research/paper/68fa70e51e209131cea4dbfe.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f941e209131cea4665c.md>)

Recorded evaluation configuration: {"number of frames":"16"}. This record does not assert independent reproduction.

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