Papers with SPaRC
SPaRC: A Spatial Pathfinding Reasoning Challenge (2025.emnlp-main)
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| Challenge: | Existing reasoning datasets saturate and fail to test abstract, multi-step problems, especially pathfinding and complex rule constraint satisfaction. |
| Approach: | They propose to use a spatial few-shot grid to evaluate spatial and rule-based reasoning with 1,000 2D grid puzzles. |
| Outcome: | The proposed model can be used to evaluate spatial reasoning and improve its accuracy. |