Adaptive patching for time-series Transformers yields no consistent gain over a tuned uniform baseline on long-horizon benchmarks once evaluated with fixed backbones.
arXiv preprint arXiv:2603.26097 , year=
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Adaptive Patching Is Harder Than It Looks For Time-Series Forecasting
Adaptive patching for time-series Transformers yields no consistent gain over a tuned uniform baseline on long-horizon benchmarks once evaluated with fixed backbones.