AI RESEARCH
HUGE-Bench: A Benchmark for High-Level UAV Vision-Language-Action Tasks
arXiv CS.CV
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ArXi:2603.19822v1 Announce Type: new Existing UAV vision-language navigation (VLN) benchmarks have enabled language-guided flight, but they largely focus on long, step-wise route descriptions with goal-centric evaluation, making them less diagnostic for real operations where brief, high-level commands must be grounded into safe multi-stage behaviors. We present HUGE-Bench, a benchmark for High-Level UAV Vision-Language-Action (HL-VLA) tasks that tests whether an agent can interpret concise language and execute complex, process-oriented trajectories with safety awareness.