File size: 1,688 Bytes
1a285e2 8077212 1a285e2 d23d5db cb76f8c d23d5db cb76f8c 7c8afe9 cb76f8c ff3bb57 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 |
---
license: cc-by-4.0
task_categories:
- text-to-video
language:
- en
---
# FETV
**FETV** is a benchmark for **F**ine-grained **E**valuation of open-domain **T**ext-to-**V**ideo generation
## Overview
FETV consist of a diverse set of text prompts, categorized based on three orthogonal aspects: major content, attribute control, and prompt complexity.
## Dataset Structure
### Data Instances
All FETV data are all available in the file `fetv_data.json`. Each line is a data instance, which is formatted as:
```
{
"video_id": 1006807024,
"prompt": "A mountain stream",
"major content": {
"spatial": ["scenery & natural objects"],
"temporal": ["fluid motions"]
},
"attribute control": {
"spatial": null,
"temporal": null
},
"prompt complexity": ["simple"],
"source": "WebVid",
"video_url": "https://ak.picdn.net/shutterstock/videos/1006807024/preview/stock-footage-a-mountain-stream.mp4"
}
```
### Data Fields
* "video_id": The video identifier in the original dataset where the prompt comes from.
* "prompt": The text prompt for text-to-video generation.
* "major content": The major content described in the prompt.
* "attribute control": The attribute that the prompt aims to control.
* "prompt complexity": The complexity of the prompt.
* "source": The original dataset where the prompt comes from, which can be "WebVid", "MSRVTT" or "ours".
* "video_url": The url link of the reference video.
### Dataset Statistics
FETV contains 619 text prompts. The data distributions over different categories are as follows (the numbers over categories do not sum up to 619 because a data instance can belong to multiple categories)
|