Time Series Imputation on GIFT-Eval (test)
0.713nMASE Count [0.1, 0.2)TIMEOMNI-VL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TIMEOMNI-VLevaluation_mode=zero-shot2026.02 | 0.713 | 0.757 | 0.842 | 0.927 | |
| Gemini-2.5-flashevaluation_mode=zero-shot2026.02 | 0.92 | 2.028 | 2.434 | 1.16 | |
| Linearevaluation_mode=zero-shot2026.02 | 0.943 | 0.905 | 0.965 | 0.968 | |
| Nearestevaluation_mode=zero-shot2026.02 | 0.975 | 0.958 | 1.003 | 0.929 | |
| Moment-largeevaluation_mode=zero-shot2026.02 | 1.22 | 1.4 | 1.63 | 2.1 | |
| Moment-baseevaluation_mode=zero-shot2026.02 | 1.51 | 1.6 | 1.7 | 2.13 | |
| Qwen2.5-Instruct-7Bevaluation_mode=zero-shot2026.02 | 4.878 | 1.854 | — | — | |
| Bagelevaluation_mode=untuned base model2026.02 | 17.411 | 12.239 | 11.849 | 11.032 |