ResearchBenchmarksTime Series Imputation on Electricity (50% point-wise missing, zero-shot)Follow0.078MAEEVIL0.025120.382060.7391.09594Apr 17, 2026Evaluation ResultsMethodMethodLinksMAEEVILzero-shot=truezero-shot=true2026.040.078FIM-ℓzero-shot=true, model_...zero-shot=true, model_type=foundation model2026.040.083CSDIzero-shot=truezero-shot=true2026.040.798GP-VAEzero-shot=truezero-shot=true2026.041.1BRITSzero-shot=truezero-shot=true2026.041.12SAITSzero-shot=truezero-shot=true2026.041.4