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Irregular clinical time-series prediction on PhysioNet 2012 (test)

84.7AUROC

ReTAMamba

Updated 13d ago

Evaluation Results

Method	Links
ReTAMamba 2026.05		84.7	52
SeFT 2026.05		83.3	50.1
GRU-D 2026.05		83.1	48.7
Warpformer 2026.05		83.1	48.5
mTAN 2026.05		82.9	47.2
LSTM 2026.05		82.6	45.8
IP-Nets 2026.05		82.5	46.3
Raindrop 2026.05		82.1	47.6
Transformer 2026.05		82	46.8
Mamba 2026.05		81.4	46.8
XGBoost 2026.05		80.4	44.3
STraTS 2026.05		0.8702	0.5543
DuETT 2026.05		0.8672	0.542
KEDGN 2026.05		0.8661	0.5374
GRU-D 2026.05		0.8595	0.5383
TreeText-CTS 2026.05		0.8571	0.5239
TreeText-CTS 2026.05		0.8571	0.5239
mTAND 2026.05		0.8397	0.51
SEFT 2026.05		0.8278	0.4646
WRDP-Adapted 2026.05		0.8236	0.4636
LOCF Transformer 2026.05		0.8197	0.4327
LOCF LSTM 2026.05		0.8192	0.4548
TimeCP-Adapted 2026.05		0.7999	0.4156
Decode-Adapted 2026.05		0.7854	0.3598
Decode-Faithful 2026.05		0.7821	0.4376
Record2Vec-Faithful 2026.05		0.772	0.4033
WRDP-Faithful 2026.05		0.7715	0.3528
Record2Vec-Adapted 2026.05		0.7675	0.3788
TimeCP-Faithful 2026.05		0.5663	0.1579