MMTA: Benchmarking Multimodal Temporal Analysis with Time Series, Text, and Vision.

arXiv:2610.17856v3 Announce Type: replace-cross Abstract: Time-series analysis is increasingly studied in multimodal settings, yet most benchmarks pair temporal signals with text or with visualizations derived from the same signal. This leaves open whether mul