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ResearchFormerly WizWand

Irregular Time Series Forecasting on MIMIC-III (h) 36 → 12 horizon

1.44MSEtPatchGNN
1.34281.99892.6553.3111May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
tPatchGNN2026.051.446.78
Warpformer2026.051.456.74
QuITE++2026.051.486.56
HyperIMTS2026.051.526.68
S-Mamba + QuITEBackbone=S-Mamba, Embedding=QuITE2026.051.526.64
TimeXer + QuITEBackbone=TimeXer, Embedding=QuITE2026.051.556.73
Hi-Patch2026.051.566.74
iTransformer + QuITEBackbone=iTransformer, Embedding=QuITE2026.051.566.78
GraFITi2026.051.617.16
Latent-ODE2026.051.97.92
NeuralFlow2026.051.978.39
CRU2026.0528.16
mTAND2026.052.018.13
GRU-D2026.052.038.14
Raindrop2026.052.219.17
PatchTST + QuITEBackbone=PatchTST, Embedding=QuITE2026.053.8211.84
PatchMixer + QuITEBackbone=PatchMixer, Embedding=QuITE2026.053.8711.51
TMix + QuITEBackbone=TMix, Embedding=QuITE2026.053.8711.63