Koushik Tonmoy

TimeSpot: Benchmarking Geo-Temporal Understanding in Vision–Language Models in Real-World Settings

Geo-temporal understanding, the ability to infer location, time, and contextual properties from visual input alone, is a core aspect of human intelligence and underpins applications such as disaster management, traffic planning, embodied navigation, world modeling, and geography education. Although …