Clinical Outcome Prediction on PhysioNet 2012 benchmark leaderboard · SOTA2 Research

Clinical Outcome Prediction on PhysioNet 2012

0.8702AUROCSTraTS

Evaluation Results

Method	Links
STraTS2026.05		0.8702	0.5543	54.89
DuETT2026.05		0.8672	0.542	54.55
KEDGN2026.05		0.8661	0.5374	53.72
GRU-D2026.05		0.8595	0.5383	54.02
TreeText-CTS2026.05		0.8571	0.5239	52.64
mTAND Transformer2026.05		0.8397	0.51	51.3
SEFT2026.05		0.8278	0.4646	47.33
WRDP2026.05		0.8236	0.4636	48.84
LOCF Transformer2026.05		0.8197	0.4327	46.88
LOCF LSTM2026.05		0.8192	0.4548	47.51
TimeCP2026.05		0.7999	0.4156	46.23
Decode2026.05		0.7854	0.3598	41.94
Decode2026.05		0.7821	0.4376	37.01
Record2Vec2026.05		0.772	0.4033	42.88
WRDP2026.05		0.7715	0.3528	41.02
Record2Vec2026.05		0.7675	0.3788	42.07
TimeCP2026.05		0.5663	0.1579	28.95