Multi-disease 5-year prediction on Abdominal CT (test) benchmark leaderboard · SOTA2 Research

Multi-disease 5-year prediction on Abdominal CT (test)

0.77AUROC (CKD)Merlin

Evaluation Results

Method	Links
Merlin2024.06		0.77	0.72	0.75	0.76	0.74	0.8	0.76
I3D (EHR)2024.06		0.76	0.72	0.74	0.74	0.73	0.68	0.73
Merlin2024.06		0.74	0.7	0.69	0.7	0.73	0.69	0.71
I3D2024.06		0.74	0.74	0.71	0.68	0.68	0.74	0.71
I3D2024.06		0.72	0.72	0.67	0.67	0.67	0.66	0.68
ResNet1522024.06		0.63	0.74	0.65	0.65	0.57	0.6	0.64
I3D (EHR)2024.06		0.58	0.64	0.47	0.75	0.69	0.62	0.62
Swin Transformer2024.06		0.55	0.73	0.61	0.52	0.54	0.6	0.59
ResNet1522024.06		0.53	0.66	0.6	0.49	0.58	0.5	0.56
Swin Transformer2024.06		0.46	0.7	0.43	0.53	0.53	0.56	0.54