Imputation on fm-impute-bench univariate (Inference Time)
1.33Inference Time (s/window)SAITS
Evaluation results
| Method | Links | |
|---|---|---|
| SAITSHardware=H100 GPU, Measurement=Median inference time, Setting=univariate2026.06 | 1.33 | |
| Linear interpolationHardware=H100 GPU, Measurement=Median inference time, Setting=univariate2026.06 | 1.61 | |
| TabPFNv2.5-TSHardware=H100 GPU, Measurement=Median inference time, Setting=univariate2026.06 | 2.8 | |
| TabICLv2-TSHardware=H100 GPU, Measurement=Median inference time, Setting=univariate2026.06 | 3.07 | |
| BRITSHardware=H100 GPU, Measurement=Median inference time, Setting=univariate2026.06 | 4.52 | |
| LOCFHardware=H100 GPU, Measurement=Median inference time, Setting=univariate2026.06 | 5.58 | |
| TS-ICLHardware=H100 GPU, Measurement=Median inference time, Setting=univariate2026.06 | 6.51 | |
| Seasonal NaiveHardware=H100 GPU, Measurement=Median inference time, Setting=univariate2026.06 | 7.54 |