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Benchmarks
Imputation on fm-impute-bench univariate setting
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0.243
NMAE
TS-ICL
0.22824
0.32787
0.4275
0.52713
Jun 4, 2026
NMAE
CRPS
Updated 1mo ago
Evaluation Results
Method
Method
Links
NMAE
CRPS
TS-ICL
Model Category=TSFM
2026.06
0.243
0.255
TabICLv2-TS
Model Category=Tabular...
2026.06
0.294
0.301
TabPFNv2.5-TS
Model Category=Tabular...
2026.06
0.296
0.303
SAITS
Model Category=Task Sp...
2026.06
0.386
0.503
BRITS
Model Category=Task Sp...
2026.06
0.47
0.605
Linear interp.
Model Category=Local M...
2026.06
0.507
0.658
Seasonal Naive
Model Category=Local M...
2026.06
0.58
0.75
LOCF
Model Category=Local M...
2026.06
0.612
0.793
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