USTBench is the first benchmark that decomposes urban spatiotemporal reasoning into understanding, forecasting, planning, and reflection, and shows LLMs struggle most with planning and reflection.
On the evolution of random graphs.Publ
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents
USTBench is the first benchmark that decomposes urban spatiotemporal reasoning into understanding, forecasting, planning, and reflection, and shows LLMs struggle most with planning and reflection.