Early Event Prediction on ICareFM Track 1 v9 (test) benchmark leaderboard · SOTA2 Research

Early Event Prediction on ICareFM Track 1 v9 (test)

0.788AUPRC (Circulatory 8h)LightGBM

Evaluation Results

Method	Links
LightGBM2026.05		0.788	0.311	0.187	0.803	0.57	0.026	0.159	0.406
TCN2026.05		0.759	0.299	0.241	0.778	0.281	0.028	0.354	0.391
LSTM2026.05		0.758	0.286	0.221	0.774	0.284	0.027	0.31	0.38
Ridge2026.05		0.719	0.278	0.222	0.709	0.251	0.022	0.214	0.345
Clin-JEPA2026.05		0.37	0.254	0.277	0.644	0.491	0.06	0.352	0.35
Clin-JEPA2026.05		0.368	0.258	0.285	0.635	0.489	0.059	0.759	0.408
SFT w/o JEPA2026.05		0.342	0.121	0.285	0.543	0.387	0.043	0.349	0.296
SFT w/o JEPA2026.05		0.338	0.217	0.301	0.526	0.376	0.038	0.752	0.364
V-JEPA 2-AC2026.05		0.325	0.236	0.295	0.547	0.352	0.05	0.267	0.296
V-JEPA 2-AC2026.05		0.316	0.243	0.324	0.549	0.35	0.052	0.705	0.363