Long-Horizon Analytical Question Answering on Wearable Sensing Datasets (test)
94Numeric MetricWEQA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WEQATokens=10,4902026.06 | 94 | 95.1 | |
| ReActTokens=41,9022026.06 | 56.6 | 80.9 | |
| Multi-AgentTokens=32,3412026.06 | 54.2 | 67.7 | |
| LLM-TextGran.=daily, Tokens=72,2342026.06 | 28.9 | 54.1 | |
| LLM-ImageGran.=daily, Tokens=4,6742026.06 | 10.8 | 50.4 | |
| LLM-TextGran.=hourly, Tokens=112,3282026.06 | 2.4 | 62.4 | |
| LLM-ImageGran.=hourly, Tokens=3,9772026.06 | 2.4 | 49.8 | |
| Random2026.06 | 1.2 | 36.6 |