notesum.ai
Published at October 22Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
cs.CV
cs.AI
Released Date: October 22, 2024
Authors: Minhua Lin1, Zhengzhang Chen2, Yanchi Liu2, Xujiang Zhao2, Zongyu Wu1, Junxiang Wang2, Xiang Zhang1, Suhang Wang1, Haifeng Chen2
Aff.: 1The Pennsylvania State University; 2NEC Laboratories America

| Domain | NT | TM | DL | TESSA |
|---|---|---|---|---|
| Environment | 1.2542 | 0.8483 | 0.7714 | 0.4629 |
| Energy | 2.0117 | 0.2172 | 0.0575 | 0.0482 |
| Social Good | 2.1457 | 1.6072 | 0.4639 | 0.1935 |
| Environment | 0.7387 | 0.6865 | 0.6604 | 0.4424 |
| Energy | 1.1663 | 0.2139 | 0.0055 | 0.0040 |
| Social Good | 1.1205 | 0.9731 | 0.3801 | 0.0825 |