Natural Language Querying for Time Series on NLQTSBench Long History
0.8489AR (Accuracy Rate)Sonar-TS
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Sonar-TSCategory=Ours2026.02 | 0.8489 | 0.7417 | 0.3169 | 0.8529 | 0.9535 | 0.3033 | 0.513 | 0.3422 | 0.7482 | 0.6168 | |
| MAC-SQLCategory=Text-to-SQL Methods2026.02 | 0.4735 | 0.0457 | 0.0419 | 0.3928 | 0.0598 | 0.002 | 0.0346 | 0.0152 | — | 0.1562 | |
| Omini-SQL-32BCategory=Text-to-SQL Methods2026.02 | 0.4245 | 0.0086 | 0.0185 | 0 | 0 | 0.0038 | 0.0154 | 0 | — | 0.0589 | |
| Xiyan-SQL-32BCategory=Text-to-SQL Methods2026.02 | 0.1082 | 0 | 0.0588 | 0.2263 | 0.0068 | 0.0021 | 0.0168 | 0.002 | — | 0.0526 |