VL-LN Bench: Towards Long-horizon Goal-oriented Navigation with Active Dialogs Paper • 2512.22342 • Published Dec 26, 2025 • 10
LoGoPlanner: Localization Grounded Navigation Policy with Metric-aware Visual Geometry Paper • 2512.19629 • Published Dec 22, 2025 • 26
MMSI-Video-Bench: A Holistic Benchmark for Video-Based Spatial Intelligence Paper • 2512.10863 • Published Dec 11, 2025 • 22
Ground Slow, Move Fast: A Dual-System Foundation Model for Generalizable Vision-and-Language Navigation Paper • 2512.08186 • Published Dec 9, 2025 • 23
