A single-layer Mamba variant with targeted redesigns sets new state-of-the-art average performance on all 30 UEA time series classification datasets under a unified reproducible protocol.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
MambaSL: Exploring Single-Layer Mamba for Time Series Classification
A single-layer Mamba variant with targeted redesigns sets new state-of-the-art average performance on all 30 UEA time series classification datasets under a unified reproducible protocol.