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video_name
string
duration
float64
question
string
candidates
sequence
answer
string
task_type
string
question_id
string
spatial_00.mp4
5.571068
Where is the text positioned? (A) Top (B) Bottom (C) Center (D) Left side
[ "Top", "Bottom", "Center", "Left side" ]
A
spatial
Q0
spatial_01.mp4
7.982832
Which direction does the circle move? (A) Left to right (B) Right to left (C) Up and down (D) In circles
[ "Left to right", "Right to left", "Up and down", "In circles" ]
D
spatial
Q1
spatial_02.mp4
25.855111
Which direction does the circle move? (A) Left to right (B) Right to left (C) Up and down (D) In circles
[ "Left to right", "Right to left", "Up and down", "In circles" ]
A
spatial
Q2
needle_03.mp4
18.427359
What does the hand coming out of the computer do? (A) Delivers a product (B) Shakes the woman's hand (C) Takes the woman's credit card (D) Points at something on the screen
[ "Delivers a product", "Shakes the woman's hand", "Takes the woman's credit card", "Points at something on the screen" ]
B
needle
Q3
counting_04.mp4
29.94261
How many objects are visible? (A) 1 (B) 2 (C) 3 (D) 4
[ "1", "2", "3", "4" ]
B
counting
Q4
spatial_05.mp4
15.158532
Where is the circle located? (A) Top left (B) Top right (C) Center (D) Bottom left
[ "Top left", "Top right", "Center", "Bottom left" ]
A
spatial
Q5
counting_06.mp4
8.260257
How many objects are visible? (A) 1 (B) 2 (C) 3 (D) 4
[ "1", "2", "3", "4" ]
B
counting
Q6
spatial_07.mp4
22.344166
Which direction does the circle move? (A) Left to right (B) Right to left (C) Up and down (D) In circles
[ "Left to right", "Right to left", "Up and down", "In circles" ]
B
spatial
Q7
temporal_08.mp4
5.744282
When does the background change color? (A) At the start (B) In the middle (C) At the end (D) Continuously
[ "At the start", "In the middle", "At the end", "Continuously" ]
C
temporal
Q8
counting_09.mp4
20.49414
How many objects are visible? (A) 1 (B) 2 (C) 3 (D) 4
[ "1", "2", "3", "4" ]
B
counting
Q9
counting_10.mp4
25.663969
How many objects are visible? (A) 1 (B) 2 (C) 3 (D) 4
[ "1", "2", "3", "4" ]
B
counting
Q10
needle_11.mp4
28.589078
What color is the moving circle? (A) Red (B) Blue (C) Green (D) White
[ "Red", "Blue", "Green", "White" ]
D
needle
Q11
spatial_12.mp4
29.833823
Where is the circle located? (A) Top left (B) Top right (C) Center (D) Bottom left
[ "Top left", "Top right", "Center", "Bottom left" ]
D
spatial
Q12
counting_13.mp4
14.763021
How many objects are visible? (A) 1 (B) 2 (C) 3 (D) 4
[ "1", "2", "3", "4" ]
C
counting
Q13
needle_14.mp4
5.071635
What happens at the beginning of the video? (A) A person appears (B) Text is displayed (C) Music starts (D) Nothing happens
[ "A person appears", "Text is displayed", "Music starts", "Nothing happens" ]
B
needle
Q14
temporal_15.mp4
16.364326
What is the sequence of events? (A) Circle-Text-Color (B) Text-Circle-Color (C) Color-Circle-Text (D) Text-Color-Circle
[ "Circle-Text-Color", "Text-Circle-Color", "Color-Circle-Text", "Text-Color-Circle" ]
C
temporal
Q15
reasoning_16.mp4
14.285783
What is the purpose of the changing colors? (A) Decoration (B) Signal (C) Error (D) Animation
[ "Decoration", "Signal", "Error", "Animation" ]
B
reasoning
Q16
temporal_17.mp4
20.637152
What is the sequence of events? (A) Circle-Text-Color (B) Text-Circle-Color (C) Color-Circle-Text (D) Text-Color-Circle
[ "Circle-Text-Color", "Text-Circle-Color", "Color-Circle-Text", "Text-Color-Circle" ]
C
temporal
Q17
counting_18.mp4
23.59206
How many objects are visible? (A) 1 (B) 2 (C) 3 (D) 4
[ "1", "2", "3", "4" ]
C
counting
Q18
needle_19.mp4
21.568631
What does the hand coming out of the computer do? (A) Delivers a product (B) Shakes the woman's hand (C) Takes the woman's credit card (D) Points at something on the screen
[ "Delivers a product", "Shakes the woman's hand", "Takes the woman's credit card", "Points at something on the screen" ]
D
needle
Q19
YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

Dummy Video Dataset

This is a dummy dataset created for testing video understanding models.

Dataset Structure

Each sample contains:

  • video_name: Name of the video file
  • duration: Duration in seconds
  • question: Multiple choice question
  • candidates: List of possible answers
  • answer: Correct answer (A, B, C, or D)
  • task_type: Type of task (needle, counting, temporal, spatial, reasoning)
  • question_id: Unique question identifier

Usage

from datasets import load_dataset

# Load dataset
dataset = load_dataset("ragavsachdeva/dummy-dataset")

# Access video files
# Video files are stored in the 'videos/' directory

Video Files

The videos are simple generated content with:

  • Colored backgrounds that change over time
  • Moving white circles
  • Frame counter text
  • Duration ranging from 5-30 seconds

Total samples: 20

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