Paper measures sampling-frequency invariance of four time-series models
MOMENT, Chronos-2, Moirai-MoE and TimesFM are scored with new FSI, FDI and CDI metrics.
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Chronos-2
- Mentions · 7d1
- Mentions · 30d1
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- First seenOct 6, 2026
- Last mentioned1d ago
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2 articles · newest firstAttenuated in-context identification in time-series foundation models: diagnosis under counterfactual inputs and repair by synthetic forced-system fine-tuning
Time-series foundation models attenuate counterfactual dynamics; synthetic forced-system fine-tuning partly restores response magnitude.
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- TimesFMai model · 1
- MOMENTai model · 1
- Moirai-MoEai model · 1
- TabPFN-TSai model · 1
- TimesFM-2.5ai model · 1
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