TS-Debate: Multimodal Collaborative Debate for Zero-Shot Time Series Reasoning
Across 20 tasks from three public benchmarks, TS-Debate improves classification and question answering performance over strong baselines, while revealing that debate is most useful for global-structure and cross-view reasoning rather than local value reconstruction.
Patara Trirat, Jin Myung Kwak, Jay Heo et al.
· arXiv.org · 1 citation