# VideoQA leaderboard

external benchmark

> Every figure below is reproduced as its upstream source published it: nothing is modelled, estimated, interpolated or converted. `Unavailable` means no source published the value — it is never a zero. Each value carries its evidence state and the date it was observed.

Page: https://modelscale.dev/leaderboards/benchmarks/external-deepmind-video-qa

Every model the catalog carries a published VideoQA value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | external |
| Measure | Zero-shot long-video multiple-choice answering |
| Tasks | 101 five-choice questions about videos lasting 40 to 90 minutes |
| Difficulty | — |
| Published by | [VideoQA methodology](https://arxiv.org/abs/2403.05530) |

DeepMind's 1H-VideoQA tests recall and reasoning over videos lasting 40 to 90 minutes. The current 101-question, five-choice task remains separate from the original 126-question set.

## VideoQA ranking

No model in the catalog has a published VideoQA score. The benchmark is defined by VideoQA methodology, but the catalog carries no value for it yet. An absent value is shown as absent here rather than as a zero.

Rows are ordered by the value the source published, highest first. The source does not state whether a higher value is the better result, so this document does not either: for a benchmark that measures a rate of failure, read the table from the bottom.