LongPuzzleBench: Evaluating GUI Agents on Long-Horizon Visual Puzzles.

arXiv:2609.34769v1 Announce Type: cross Abstract: GUI agents need long-horizon visual reasoning: they must interpret a changing interface while keeping a multi-step plan viable as earlier actions constrain later ones. Existing benchmarks evaluate grounding, co