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KHUjongseo/object_location_4class_video

Object Location 4-Class (Subset 1 of 5) A visual question answering dataset for evaluating spatial reasoning — specifically, identifying the location of an object (Up / Down / Left / Right) from the viewer's perspective. Dataset Configurations close_ended Multiple-choice format with 4 fixed options (A: Up, B: Down, C: Left, D: Right). open_ended Free-form answer format. The model is expected to respond with one of: Up, Down, Left… See the full description on the dataset page: https://huggingface.co/datasets/KHUjongseo/object_location_4class_video.

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Object Location 4-Class (Subset 1 of 5)

A visual question answering dataset for evaluating spatial reasoning — specifically, identifying the location of an object (Up / Down / Left / Right) from the viewer's perspective.

Dataset Configurations

close_ended

Multiple-choice format with 4 fixed options (A: Up, B: Down, C: Left, D: Right).

open_ended

Free-form answer format. The model is expected to respond with one of: Up, Down, Left, Right.

Usage

python
from datasets import load_dataset

# Close-ended (multiple choice)
ds_close = load_dataset("YOUR_HF_ID/object_location_4class", name="close_ended", split="val")

# Open-ended (free-form)
ds_open = load_dataset("YOUR_HF_ID/object_location_4class", name="open_ended", split="val")

Data Fields

Close-ended

FieldTypeDescription
idintSample index
imagestringImage filename (e.g., rectangle_yellow_123.png)
questionstringQuestion text
optionslist[string]["Up", "Down", "Left", "Right"]
answerstringCorrect option letter (A/B/C/D)
answer_textstringCorrect answer in text (Up/Down/Left/Right)
categorystringGround truth direction folder (up/down/left/right)

Open-ended

FieldTypeDescription
idintSample index
imagestringImage filename (e.g., rectangle_yellow_123.png)
questionstringQuestion text
answerstringCorrect answer (Up/Down/Left/Right)
categorystringGround truth direction folder (up/down/left/right)

Notes

  • —Images are not included in this repository. They should be stored locally and loaded via the category and image fields to reconstruct the full path:
  {DATA_ROOT}/{category}/{image}