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ResearchFormerly WizWand

Clinical time-series prediction on PhysioNet 2019 (test)

0.9174AUROCSTraTS
0.5109680.6164840.7220.827516May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
STraTS2026.050.91740.4579
GRU-D2026.050.91340.4637
KEDGN2026.050.90840.3906
TreeText-CTS2026.050.90660.4757
TreeText-CTSNo patient gen.=true, No AR decode=true, Traceable evid.=true, Online lat. (s/pt)=0.0942026.050.90660.4757
SEFT2026.050.90410.3969
DuETT2026.050.90330.4368
WRDP-AdaptedNo patient gen.=true, No AR decode=true, Traceable evid.=false, Online lat. (s/pt)=0.0712026.050.88530.3792
LOCF Transformer2026.050.87410.3296
LOCF LSTM2026.050.85140.2392
WRDP-FaithfulNo patient gen.=true, No AR decode=true, Traceable evid.=false, Online lat. (s/pt)=0.2992026.050.85090.3038
mTAND2026.050.83810.2629
Decode-AdaptedNo patient gen.=true, No AR decode=true, Traceable evid.=false, Online lat. (s/pt)=0.0742026.050.81180.2448
TimeCP-AdaptedNo patient gen.=false, No AR decode=false, Traceable evid.=false, Online lat. (s/pt)=272.2282026.050.79490.152
Decode-FaithfulNo patient gen.=true, No AR decode=true, Traceable evid.=false, Online lat. (s/pt)=0.2132026.050.79130.3266
Record2Vec-AdaptedNo patient gen.=false, No AR decode=false, Traceable evid.=false, Online lat. (s/pt)=272.2282026.050.78940.1636
Record2Vec-FaithfulNo patient gen.=false, No AR decode=false, Traceable evid.=false, Online lat. (s/pt)=272.3082026.050.7450.1151
TimeCP-FaithfulNo patient gen.=false, No AR decode=false, Traceable evid.=false, Online lat. (s/pt)=273.4732026.050.52660.0457