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Cardiac Phenotype Prediction on UKB dataset (test)

9.97LVEDV MAE

ECGFlowCMR

Updated 4d ago

Evaluation Results

Method	Links
ECGFlowCMR 2026.01		9.97	0.821	3.32	0.442	5.84	0.844	11.32	0.834	0.499
ECGFlowCMR 2026.01		10.19	0.812	3.39	0.441	5.92	0.836	11.53	0.821	0.482
ECGFlowCMR 2026.01		10.4	0.806	3.41	0.436	6.14	0.828	11.92	0.809	0.47
EchoPulse 2026.01		10.44	0.804	3.36	0.435	6.04	0.826	11.79	0.811	0.471
CardioNets 2026.01		10.65	0.798	3.38	0.434	6.17	0.821	11.84	0.808	0.465
EchoPulse 2026.01		10.69	0.795	3.4	0.433	6.14	0.821	11.89	0.806	0.463
CardioNets 2026.01		10.82	0.791	3.43	0.429	6.24	0.817	12.04	0.803	0.459
EchoPulse 2026.01		10.83	0.785	3.44	0.427	6.25	0.818	12.16	0.802	0.454
CardioNets 2026.01		10.97	0.782	3.47	0.423	6.32	0.814	12.25	0.799	0.451
VideoGPT 2026.01		11.13	0.778	3.47	0.42	6.39	0.809	12.42	0.791	0.45
ModelScopeT2V 2026.01		11.18	0.775	3.42	0.425	6.31	0.815	12.2	0.797	0.456
VideoGPT 2026.01		11.2	0.773	3.54	0.415	6.48	0.805	12.47	0.786	0.445
VideoGPT 2026.01		11.24	0.774	3.51	0.417	6.44	0.806	12.49	0.789	0.447
ModelScopeT2V 2026.01		11.25	0.773	3.45	0.421	6.35	0.812	12.27	0.795	0.452
ModelScopeT2V 2026.01		11.28	0.771	3.51	0.418	6.51	0.808	12.4	0.79	0.443
MAE 2026.01		11.35	0.769	3.67	0.412	6.67	0.801	12.62	0.784	0.441
ViT 2026.01		11.52	0.772	3.75	0.367	7.56	0.763	13.14	0.77	0.417