diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000000000000000000000000000000000000..1ef325f1b111266a6b26e0196871bd78baa8c2f3 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,59 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.lz4 filter=lfs diff=lfs merge=lfs -text +*.mds filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +# Audio files - uncompressed +*.pcm filter=lfs diff=lfs merge=lfs -text +*.sam filter=lfs diff=lfs merge=lfs -text +*.raw filter=lfs diff=lfs merge=lfs -text +# Audio files - compressed +*.aac filter=lfs diff=lfs merge=lfs -text +*.flac filter=lfs diff=lfs merge=lfs -text +*.mp3 filter=lfs diff=lfs merge=lfs -text +*.ogg filter=lfs diff=lfs merge=lfs -text +*.wav filter=lfs diff=lfs merge=lfs -text +# Image files - uncompressed +*.bmp filter=lfs diff=lfs merge=lfs -text +*.gif filter=lfs diff=lfs merge=lfs -text +*.png filter=lfs diff=lfs merge=lfs -text +*.tiff filter=lfs diff=lfs merge=lfs -text +# Image files - compressed +*.jpg filter=lfs diff=lfs merge=lfs -text +*.jpeg filter=lfs diff=lfs merge=lfs -text +*.webp filter=lfs diff=lfs merge=lfs -text +# Video files - compressed +*.mp4 filter=lfs diff=lfs merge=lfs -text +*.webm filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..bb926c24c5c19c82d627f3bd24a5c5082286879b --- /dev/null +++ b/README.md @@ -0,0 +1,136 @@ +--- +configs: + - config_name: all + description: All puzzle types combined. + data_files: + - split: train + path: puzzle_all_train.jsonl + - split: test + path: puzzle_all_test.jsonl + - config_name: dots + description: Puzzles primarily featuring the dot mechanic. + data_files: + - split: train + path: puzzle_dots_train.jsonl + - split: test + path: puzzle_dots_test.jsonl + - config_name: dots_stars_polys + description: Puzzles combining dots, stars, and polyominoes. + data_files: + - split: train + path: puzzle_dots_stars_polys_train.jsonl + - split: test + path: puzzle_dots_stars_polys_test.jsonl + - config_name: gaps + description: Puzzles primarily featuring the line gap mechanic. + data_files: + - split: train + path: puzzle_gaps_train.jsonl + - split: test + path: puzzle_gaps_test.jsonl + - config_name: gaps_dots_triangles + description: Puzzles combining gaps, dots, and triangles. + data_files: + - split: train + path: puzzle_gaps_dots_triangles_train.jsonl + - split: test + path: puzzle_gaps_dots_triangles_test.jsonl + - config_name: polys + description: Puzzles primarily featuring polyomino shapes. + data_files: + - split: train + path: puzzle_polys_train.jsonl + - split: test + path: puzzle_polys_test.jsonl + - config_name: polys_ylops + description: Puzzles featuring polyomino shapes (reversed color logic - 'ylop'). + data_files: + - split: train + path: puzzle_polys_ylops_train.jsonl + - split: test + path: puzzle_polys_ylops_test.jsonl + - config_name: stars + description: Puzzles primarily featuring the star mechanic. + data_files: + - split: train + path: puzzle_stars_train.jsonl + - split: test + path: puzzle_stars_test.jsonl + - config_name: stones + description: Puzzles primarily featuring the stone (separation) mechanic. + data_files: + - split: train + path: puzzle_stones_train.jsonl + - split: test + path: puzzle_stones_test.jsonl + - config_name: stones_stars + description: Puzzles combining stones and stars. + data_files: + - split: train + path: puzzle_stones_stars_train.jsonl + - split: test + path: puzzle_stones_stars_test.jsonl + - config_name: triangles + description: Puzzles primarily featuring the triangle mechanic. + data_files: + - split: train + path: puzzle_triangles_train.jsonl + - split: test + path: puzzle_triangles_test.jsonl +size_categories: +- 1K + SPaRC Logo +

+ +# SPaRC Dataset + +[Website](https://sparc.gipplab.org/) • [Solver](https://github.com/lkaesberg/SPaRCSolver) • [Generator](https://github.com/lkaesberg/SPaRCPuzzleGenerator) + + +A grid-based puzzle dataset for benchmarking LLMs spatial reasoning capabilities. + +## Data Schema + +Each record (JSON) includes: + +* `id` (string): unique puzzle identifier +* `difficulty_level` (int) & `difficulty_score` (float) +* `grid_size`: `{ "height": H, "width": W }` +* `polyshapes`: JSON string mapping shape IDs to binary grids +* `puzzle_array`: 2D array with cell codes (e.g., `S`, `E`, `+`, `P-O-112`) +* `solution_count` (int) and `solutions` list (with `index`, `path`, `pathLength`) +* `text_visualization`: YAML-style summary + +## Sample Entry + +```json +{ + "id": "10e68dc3a6fbfcdf", + "difficulty_level": 3, + "difficulty_score": 2.3261, + "grid_size": {"height":3,"width":4}, + "polyshapes":"{\"112\":[[0,1,...]]}", + "puzzle_array":[ + ["+","+","+","E"], + ["+","P-O-112","+","o-O"], + ["S","N","+","G"] + ], + "solution_count": 10, + "solutions": [ { "index":0, "pathLength":34, ... } ], + "text_visualization": "..." +} +``` + +## Citation Information +If you use the dataset in any way, please cite the following paper. Preprint: https://arxiv.org/abs/2505.16686 + +```bib +@article{kaesberg2025sparc, + title={SPaRC: A Spatial Pathfinding Reasoning Challenge}, + author={Kaesberg, Lars Benedikt and Wahle, Jan Philip and Ruas, Terry and Gipp, Bela}, + journal={arXiv preprint arXiv:2505.16686}, + year={2025} +} +``` diff --git a/human_annotation/.gitkeep b/human_annotation/.gitkeep new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/human_annotation/example.jsonl b/human_annotation/example.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97cd4b0a67b7e63e3f270b49259939016ad84083 --- /dev/null +++ b/human_annotation/example.jsonl @@ -0,0 +1,12 @@ 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