File size: 2,236 Bytes
97c1a63 | 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 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 | ---
configs:
- config_name: close_ended
data_files:
- split: val
path: close_ended.json
- config_name: open_ended
data_files:
- split: val
path: open_ended.json
license: mit
task_categories:
- visual-question-answering
language:
- en
tags:
- spatial-reasoning
- object-location
- direction
---
# 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
| Field | Type | Description |
|-------|------|-------------|
| `id` | int | Sample index |
| `image` | string | Image filename (e.g., `rectangle_yellow_123.png`) |
| `question` | string | Question text |
| `options` | list[string] | `["Up", "Down", "Left", "Right"]` |
| `answer` | string | Correct option letter (`A`/`B`/`C`/`D`) |
| `answer_text` | string | Correct answer in text (`Up`/`Down`/`Left`/`Right`) |
| `category` | string | Ground truth direction folder (`up`/`down`/`left`/`right`) |
### Open-ended
| Field | Type | Description |
|-------|------|-------------|
| `id` | int | Sample index |
| `image` | string | Image filename (e.g., `rectangle_yellow_123.png`) |
| `question` | string | Question text |
| `answer` | string | Correct answer (`Up`/`Down`/`Left`/`Right`) |
| `category` | string | Ground 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}
```
|