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Time Series Forecasting on fev-bench univariate setting
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1.28
Median Inference Time (s/window)
TOTO
1.1232
2.1816
3.24
4.2984
Jun 4, 2026
Median Inference Time (s/window)
Updated 1mo ago
Evaluation Results
Method
Method
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Median Inference Time (s/window)
TOTO
Model Category=Time Se...
2026.06
1.28
TS-ICL
Model Category=Time Se...
2026.06
1.54
LOCF
Model Category=Local M...
2026.06
1.73
S-Naive
Model Category=Local M...
2026.06
3.09
Chronos-2
Model Category=Time Se...
2026.06
3.53
TabICLv2-TS
Model Category=Tabular...
2026.06
3.76
TabPFNv2.5-TS
Model Category=Tabular...
2026.06
4.33
TiRex
Model Category=Time Se...
2026.06
5.2
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