Datasets:

zeyuzy
/

DLLM-Planing-Task

license: mit
task_categories:
  - text-generation
  - question-answering
tags:
  - planning
  - reasoning
  - diffusion-lm
  - sudoku
  - 3-sat
  - cipher
  - path-finding

DLLM-Planning-Task

Benchmark datasets for evaluating planning capabilities of Diffusion Language Models (DLLMs).

Dataset Description

This dataset contains multiple planning and combinatorial reasoning tasks designed to evaluate discrete diffusion language models. Each task has train/test splits in either CSV or JSONL format.

Tasks

Task	Format	Description
Sudoku	CSV	9x9 Sudoku puzzles. Columns: `quizzes`, `solutions`.
Path Finding (path-2-6)	JSONL	Graph path-finding problems on small graphs. Fields: `input`, `output`, `reversed`.
Cipher	JSONL	Substitution cipher decoding. Fields: `input`, `output`.
Chain Dependency (cd3/4/5)	JSONL	Arithmetic chain-of-dependency problems of length 3, 4, 5. Fields: `input`, `output`.

Data Splits

Each task provides:

*_train.* — Training set
*_test.* — Held-out test set

Usage

License

MIT