Seed42Lab/SimAct

---
configs:
- config_name: default
data_files:
- split: train
path: train/*.parquet
- split: validation
path: validation/*.parquet
- split: test
path: test/*.parquet
license: cc-by-4.0
---

# SimAct

SimAct is a synthetic action-variation image dataset generated from the MSCOCO dataset. For each COCO source image, the dataset adds 4 or 5 generated images depicting different actions or action-like scene changes.

## Data Fields

Each row contains:

- `id`: unique generated image id
- `source_image_id`: COCO source image id
- `image`: generated image
- `source_image`: original COCO source image
- `type`: generated or original image (for this dataset, all `generated`)
- `action`: short action description
- `description`: natural-language description of the generated change
- `flux_prompt`: prompt used for image generation

## Splits

The dataset is provided in three splits:

- `train`
- `validation`
- `test`

The split assignment follows the corresponding MSCOCO split used as the source image pool.