Natural Language Querying for Time Series on NLQTSBench-Lite Short Context
0.2491SISonar-TS
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Sonar-TSCategory=Ours2026.02 | 0.2491 | — | — | — | — | 0.268 | — | 0.3615 | — | 0.3016 | |
| ChatTS-14BCategory=Time Series Models2026.02 | 0.1768 | — | — | — | — | 0.2431 | — | 0.1229 | — | 0.1818 | |
| ITFormer-7BCategory=Time Series Models2026.02 | 0.0736 | — | — | — | — | 0.15 | — | 0.1953 | — | 0.1529 | |
| Time-R1Category=Time Series Models2026.02 | 0.032 | — | — | — | — | 0.1395 | — | 0.1878 | — | 0.1374 |