Datasets:

jkwiatkowski
/

raven_properties

Modalities:

Text

Formats:

Size:

Libraries:

Dataset card Data Studio Files Files and versions

xet

Community

Dataset Viewer

Auto-converted to Parquet Duplicate

Split (3)

train · 42k rows

Description stringlengths 89 246
Number - Progression<br />Type - Distribute_Three<br />Size - Progression<br />Color - Constant<br />
Number - Arithmetic<br />Type - Constant<br />Size - Progression<br />Color - Progression<br />
Position - Distribute_Three<br />Type - Progression<br />Size - Arithmetic<br />Color - Distribute_Three<br />
Number - Arithmetic<br />Type - Constant<br />Size - Distribute_Three<br />Color - Constant<br />
Number/Position - Constant<br />Type - Distribute_Three<br />Size - Distribute_Three<br />Color - Distribute_Three<br />
Number - Arithmetic<br />Type - Constant<br />Size - Progression<br />Color - Distribute_Three<br />
Position - Progression<br />Type - Progression<br />Size - Constant<br />Color - Constant<br />
Position - Distribute_Three<br />Type - Progression<br />Size - Progression<br />Color - Distribute_Three<br />
Number - Arithmetic<br />Type - Distribute_Three<br />Size - Progression<br />Color - Arithmetic<br />
Number - Distribute_Three<br />Type - Progression<br />Size - Arithmetic<br />Color - Arithmetic<br />
Number - Distribute_Three<br />Type - Progression<br />Size - Progression<br />Color - Arithmetic<br />
Position - Progression<br />Type - Distribute_Three<br />Size - Distribute_Three<br />Color - Progression<br />
Position - Distribute_Three<br />Type - Distribute_Three<br />Size - Constant<br />Color - Arithmetic<br />
Number - Arithmetic<br />Type - Distribute_Three<br />Size - Constant<br />Color - Distribute_Three<br />
Number/Position - Constant<br />Type - Progression<br />Size - Distribute_Three<br />Color - Arithmetic<br />
Number - Progression<br />Type - Constant<br />Size - Progression<br />Color - Progression<br />
Number/Position - Constant<br />Type - Progression<br />Size - Constant<br />Color - Arithmetic<br />
Number - Progression<br />Type - Constant<br />Size - Constant<br />Color - Arithmetic<br />
Position - Distribute_Three<br />Type - Progression<br />Size - Constant<br />Color - Progression<br />
Number - Distribute_Three<br />Type - Constant<br />Size - Constant<br />Color - Constant<br />
Position - Distribute_Three<br />Type - Constant<br />Size - Arithmetic<br />Color - Constant<br />
Position - Distribute_Three<br />Type - Constant<br />Size - Distribute_Three<br />Color - Constant<br />
Position - Distribute_Three<br />Type - Distribute_Three<br />Size - Progression<br />Color - Distribute_Three<br />
Number - Progression<br />Type - Progression<br />Size - Progression<br />Color - Distribute_Three<br />
Number/Position - Constant<br />Type - Distribute_Three<br />Size - Arithmetic<br />Color - Progression<br />
Number - Distribute_Three<br />Type - Progression<br />Size - Constant<br />Color - Progression<br />
Number - Progression<br />Type - Constant<br />Size - Constant<br />Color - Distribute_Three<br />
Number - Arithmetic<br />Type - Progression<br />Size - Distribute_Three<br />Color - Arithmetic<br />
Position - Distribute_Three<br />Type - Distribute_Three<br />Size - Distribute_Three<br />Color - Arithmetic<br />
Position - Distribute_Three<br />Type - Progression<br />Size - Progression<br />Color - Progression<br />
Number - Progression<br />Type - Progression<br />Size - Arithmetic<br />Color - Progression<br />
Position - Distribute_Three<br />Type - Distribute_Three<br />Size - Progression<br />Color - Distribute_Three<br />
Number - Progression<br />Type - Constant<br />Size - Progression<br />Color - Arithmetic<br />
Number - Arithmetic<br />Type - Constant<br />Size - Arithmetic<br />Color - Constant<br />
Number - Arithmetic<br />Type - Progression<br />Size - Constant<br />Color - Progression<br />
Position - Distribute_Three<br />Type - Distribute_Three<br />Size - Distribute_Three<br />Color - Distribute_Three<br />
Number - Arithmetic<br />Type - Constant<br />Size - Arithmetic<br />Color - Constant<br />
Number - Arithmetic<br />Type - Progression<br />Size - Distribute_Three<br />Color - Arithmetic<br />
Position - Distribute_Three<br />Type - Constant<br />Size - Constant<br />Color - Progression<br />
Position - Arithmetic<br />Type - Distribute_Three<br />Size - Arithmetic<br />Color - Distribute_Three<br />
Position - Arithmetic<br />Type - Progression<br />Size - Constant<br />Color - Distribute_Three<br />
Position - Distribute_Three<br />Type - Distribute_Three<br />Size - Constant<br />Color - Arithmetic<br />
Position - Arithmetic<br />Type - Progression<br />Size - Arithmetic<br />Color - Distribute_Three<br />
Position - Arithmetic<br />Type - Progression<br />Size - Arithmetic<br />Color - Distribute_Three<br />
Number - Arithmetic<br />Type - Constant<br />Size - Progression<br />Color - Constant<br />
Number - Progression<br />Type - Distribute_Three<br />Size - Distribute_Three<br />Color - Progression<br />
Number - Distribute_Three<br />Type - Distribute_Three<br />Size - Arithmetic<br />Color - Distribute_Three<br />
Number/Position - Constant<br />Type - Constant<br />Size - Arithmetic<br />Color - Constant<br />
Number - Arithmetic<br />Type - Progression<br />Size - Progression<br />Color - Distribute_Three<br />
Position - Arithmetic<br />Type - Constant<br />Size - Distribute_Three<br />Color - Arithmetic<br />
Number - Distribute_Three<br />Type - Distribute_Three<br />Size - Distribute_Three<br />Color - Progression<br />
Position - Arithmetic<br />Type - Distribute_Three<br />Size - Progression<br />Color - Constant<br />
Position - Arithmetic<br />Type - Constant<br />Size - Arithmetic<br />Color - Progression<br />
Number - Distribute_Three<br />Type - Progression<br />Size - Distribute_Three<br />Color - Distribute_Three<br />
Number/Position - Constant<br />Type - Progression<br />Size - Arithmetic<br />Color - Distribute_Three<br />
Number - Progression<br />Type - Progression<br />Size - Distribute_Three<br />Color - Arithmetic<br />
Position - Distribute_Three<br />Type - Constant<br />Size - Progression<br />Color - Progression<br />
Position - Arithmetic<br />Type - Progression<br />Size - Arithmetic<br />Color - Arithmetic<br />
Position - Progression<br />Type - Constant<br />Size - Constant<br />Color - Progression<br />
Position - Arithmetic<br />Type - Distribute_Three<br />Size - Distribute_Three<br />Color - Distribute_Three<br />
Position - Progression<br />Type - Constant<br />Size - Arithmetic<br />Color - Progression<br />
Number - Arithmetic<br />Type - Constant<br />Size - Progression<br />Color - Progression<br />
Position - Progression<br />Type - Progression<br />Size - Constant<br />Color - Progression<br />
Position - Arithmetic<br />Type - Constant<br />Size - Constant<br />Color - Constant<br />
Position - Distribute_Three<br />Type - Progression<br />Size - Arithmetic<br />Color - Progression<br />
Number - Arithmetic<br />Type - Distribute_Three<br />Size - Distribute_Three<br />Color - Progression<br />
Position - Distribute_Three<br />Type - Constant<br />Size - Constant<br />Color - Constant<br />
Number - Progression<br />Type - Constant<br />Size - Progression<br />Color - Arithmetic<br />
Position - Arithmetic<br />Type - Distribute_Three<br />Size - Arithmetic<br />Color - Progression<br />
Position - Arithmetic<br />Type - Distribute_Three<br />Size - Distribute_Three<br />Color - Constant<br />
Number/Position - Constant<br />Type - Progression<br />Size - Progression<br />Color - Arithmetic<br />
Position - Arithmetic<br />Type - Progression<br />Size - Distribute_Three<br />Color - Distribute_Three<br />
Number/Position - Constant<br />Type - Constant<br />Size - Constant<br />Color - Arithmetic<br />
Number - Arithmetic<br />Type - Distribute_Three<br />Size - Progression<br />Color - Arithmetic<br />
Number/Position - Constant<br />Type - Constant<br />Size - Constant<br />Color - Constant<br />
Number/Position - Constant<br />Type - Progression<br />Size - Progression<br />Color - Constant<br />
Number/Position - Constant<br />Type - Progression<br />Size - Progression<br />Color - Progression<br />
Position - Arithmetic<br />Type - Progression<br />Size - Progression<br />Color - Distribute_Three<br />
Number/Position - Constant<br />Type - Constant<br />Size - Constant<br />Color - Arithmetic<br />
Number/Position - Constant<br />Type - Distribute_Three<br />Size - Constant<br />Color - Progression<br />
Position - Progression<br />Type - Progression<br />Size - Arithmetic<br />Color - Constant<br />
Position - Arithmetic<br />Type - Distribute_Three<br />Size - Distribute_Three<br />Color - Progression<br />
Position - Distribute_Three<br />Type - Constant<br />Size - Progression<br />Color - Constant<br />
Number/Position - Constant<br />Type - Distribute_Three<br />Size - Progression<br />Color - Constant<br />
Number - Arithmetic<br />Type - Progression<br />Size - Constant<br />Color - Progression<br />
Position - Progression<br />Type - Constant<br />Size - Arithmetic<br />Color - Distribute_Three<br />
Position - Progression<br />Type - Constant<br />Size - Progression<br />Color - Arithmetic<br />
Position - Arithmetic<br />Type - Distribute_Three<br />Size - Constant<br />Color - Distribute_Three<br />
Number - Progression<br />Type - Progression<br />Size - Arithmetic<br />Color - Progression<br />
Position - Distribute_Three<br />Type - Progression<br />Size - Arithmetic<br />Color - Arithmetic<br />
Number - Arithmetic<br />Type - Progression<br />Size - Progression<br />Color - Progression<br />
Position - Arithmetic<br />Type - Progression<br />Size - Progression<br />Color - Arithmetic<br />
Position - Arithmetic<br />Type - Constant<br />Size - Distribute_Three<br />Color - Constant<br />
Number/Position - Constant<br />Type - Distribute_Three<br />Size - Distribute_Three<br />Color - Arithmetic<br />
Number - Arithmetic<br />Type - Progression<br />Size - Distribute_Three<br />Color - Constant<br />
Number - Progression<br />Type - Constant<br />Size - Constant<br />Color - Constant<br />
Number - Progression<br />Type - Progression<br />Size - Arithmetic<br />Color - Progression<br />
Position - Arithmetic<br />Type - Progression<br />Size - Arithmetic<br />Color - Arithmetic<br />
Number - Progression<br />Type - Progression<br />Size - Progression<br />Color - Progression<br />
Number - Distribute_Three<br />Type - Progression<br />Size - Progression<br />Color - Arithmetic<br />

End of preview. Expand in Data Studio

RAVEN Properties

Textual descriptions of the generative rules for the 70,000 RAVEN tasks (Zhang et al., CVPR 2019), used in the experiments reported in Staged Self-Supervised Learning for Raven Progressive Matrices (IEEE TNNLS, 2025) and Learning Abstract Visual Reasoning via Task Decomposition: A Case Study in Raven Progressive Matrices (AMCS, 2024). There is one row per task, aligned with the splits of jkwiatkowski/raven (42,000 train / 14,000 validation / 14,000 test).

The Description column lists, for each attribute, the rule that governs it, e.g.:

Number - Progression<br />
Type - Distribute_Three<br />
Size - Progression<br />
Color - Constant<br />

Attributes: Number/Position, Type, Size, Color. Rules: Constant, Progression, Arithmetic, Distribute_Three.

Usage

from datasets import load_dataset

ds = load_dataset("jkwiatkowski/raven_properties")
print(ds["train"][0]["Description"])

Related resources

Task panels and property vectors: https://huggingface.co/datasets/jkwiatkowski/raven
Model: https://huggingface.co/jkwiatkowski/raven
Code: https://github.com/jakubkwiatkowski/abstract_compositional_transformer

Downloads last month: 38