Vision-language models fail the majority of navigation tasks in 4DSynth-Nav benchmark and stall after early subtasks

Two vision-language models evaluated across three difficulty tiers both fail the majority of tasks and stall after early subtasks.

http://arxiv.org/abs/2608.26947v1