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Irregular Time-series Modeling on Spiral

0.0046MAE

FLUID |Main|

Updated 27d ago

Evaluation Results

Method	Links
FLUID \|Main\| 2026.05		0.0046
FLUID \|HCstatic×2\| 2026.05		0.0047
FLUID \|HCstatic×4\| 2026.05		0.0047
FLUID \|HCstatic×8\| 2026.05		0.0047
FLUID \|HCliquid×2\| 2026.05		0.0047
FLUID \|Top-K×2\| 2026.05		0.0047
FLUID \|PW\| 2026.05		0.0047
GRU-ODE 2026.05		0.0048
FLUID \|RES\| 2026.05		0.0048
FLUID \|W/O Gsink\| 2026.05		0.0048
FLUID \|HCliquid×8\| 2026.05		0.0048
FLUID \|Top-K×4\| 2026.05		0.0049
LTC-FC 2026.05		0.005
ContiFormer 2026.05		0.0053
CT-RNN 2026.05		0.0063
OT-Transformer 2026.05		0.007
mmRNN 2026.05		0.0078
CfC-FC 2026.05		0.0101
PerFormer 2026.05		0.0311
ODEFormer 2026.05		0.0358
PhasedLSTM 2026.05		0.1038
CfC-NCP 2026.05		0.1307
LTC-NCP 2026.05		0.1312
LinFormer 2026.05		0.222
CTA 2026.05		0.2723
PDE-Attention 2026.05		0.3138
DeepState 2026.05		0.3172
S4 2026.05		0.3194
SDPA-Transformer 2026.05		0.3194
mTAN 2026.05		0.3194