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zeyuzy/DLLM-Planing-Task

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)… See the full description on the dataset page: https://huggingface.co/datasets/zeyuzy/DLLM-Planing-Task.

sourceHugging Facemitupdated 1mo agoView on Hugging Face
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Dataset Card

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

TaskFormatDescription
SudokuCSV9x9 Sudoku puzzles. Columns: quizzes, solutions.3-SAT (5/7/9 vars)JSONLBoolean satisfiability problems with 5, 7, or 9 variables. Fields: input, output.
Path Finding (path-2-6)JSONLGraph path-finding problems on small graphs. Fields: input, output, reversed.
CipherJSONLSubstitution cipher decoding. Fields: input, output.
Chain Dependency (cd3/4/5)JSONLArithmetic 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