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PAWP Prediction on Cardiac MRI (test)

0.8327AUC

Tri-modal Hybrid fusion

Updated 4d ago

Evaluation Results

Method	Links
Tri-modal Hybrid fusion 2023.03		0.8327	80.38	0.5099
Tri-modal (FC, SA, and CM) Hybrid fusion 2023.03		0.8146	77.74	0.446
Bi-modal (FC and CM): Late fusion 2023.03		0.8135	79.25	0.4999
Bi-modal (SA and FC): Late fusion 2023.03		0.8122	75.47	0.3594
Unimodal (FC) 2023.03		0.81	79.25	0.4666
Bi-modal (FC and CM): Late fusion 2023.03		0.8061	77.09	0.4435
Tri-modal Hybrid fusion without uncertainty binning 2023.03		0.8036	78.2	0.4779
Unimodal (FC) 2023.03		0.8034	75.09	0.424
Bi-modal (SA and FC): Late fusion 2023.03		0.8028	75.09	0.3644
Bi-modal (SA and FC): Early fusion 2023.03		0.7998	76.98	0.4185
Tri-modal Hybrid fusion without uncertainty binning 2023.03		0.7892	75.13	0.4278
Bi-modal (SA and CM): Late fusion 2023.03		0.7629	74.34	0.3666
Bi-modal (SA and CM): Late fusion 2023.03		0.7564	75.85	0.3825
Unimodal (SA) 2023.03		0.7495	73.21	0.3277
Bi-modal (SA and FC): Early fusion 2023.03		0.747	72.83	0.3512
Unimodal (SA) 2023.03		0.7391	73.12	0.3604
Unimodal (CM) 2023.03		0.73	74	0.1182