| 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`. || **3-SAT (5/7/9 vars)** | JSONL | Boolean satisfiability problems with 5, 7, or 9 variables. Fields: `input`, `output`. | | |
| | **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 | |