Mobility Classification on ICU Mobility Dataset benchmark leaderboard · SOTA2 Research

Mobility Classification on ICU Mobility Dataset

0.83AUROC (Completely Immobile)MELON

Evaluation Results

Method	Links
MELON2025.03		0.83	0.81	0.8	0.84	0.82
MELON2025.03		0.8	0.78	0.78	0.81	0.78
GRU2025.03		0.7	0.75	0.76	0.35	0.65
ML2025.03		0.65	0.68	0.61	0.5	0.61
Time-MoE2025.03		0.64	0.71	0.73	0.81	0.72
Transformer2025.03		0.52	0.73	0.76	0.28	0.54
MELON2025.03		0.23	0.77	0.74	0.81	0.63