The SVQA(Synthetic Video Question Answering) dataset contains 12000 videos and around 120k QA pairs. Videos and QA pairs are all generated automatically with minimal language biases and clearly defined question categories. The dataset can facilitate the analysis on models reasoning skills.

You can download the dataset from this link.

Video and QA Pair Examples

QA Category	Question	Answer	Video(GIF)
Attribute Comparison		no
Count		5
Query		blue
Integer Comparison		no
Exist		yes

Statistics of SVQA

Question Category	Sub Category	Train	Val	Test
Count		19320	2760	5520
Exist		6720	960	1920
Query	Color	7560	1056	2160
	Size	7560	1056	2160
	Action Type	6720	936	1920
	Direction	7560	1056	2160
	Shape	7560	1056	2160
Integer Comparison	More	2520	600	720
	Equal	2520	600	720
	Less	2520	600	720
Attribute Comparison	Color	2520	216	720
	Size	2520	216	720
	Action Type	2520	216	720
	Direction	2520	216	720
	Shape	2520	216	720
Total QA pairs		83160	11880	23760
Total Videos		8400	1200	2400