Whole Heart Segmentation on Client 4 MRI (test) benchmark leaderboard · SOTA2 Research

Whole Heart Segmentation on Client 4 MRI (test)

0.7088Dice (Myo)GIN

Evaluation Results

Method	Links
GIN2026.02		0.7088	0.6647	0.8749	0.6709	0.6602	0.6169	0.5483	0.6778
FedGIN2026.02		0.6379	0.5347	0.8643	0.6327	0.6569	0.638	0.4435	0.6297
No augmentation2026.02		0.6352	0.7347	0.7577	0.6943	0.5894	0.6439	0.5208	0.6537
MRI-only2026.02		0.5936	0.7178	0.7376	0.5971	0.4923	0.4618	0.393	0.5705
ProRandConv2026.02		0.3986	0.2145	0.6981	0.4565	0.3968	0.6117	0.5319	0.4726
ProRandConv2026.02		0.3915	0.274	0.7413	0.4587	0.2126	0.5787	0.3538	0.4301
FedAvg2026.02		0.3807	0.6369	0.6974	0.6528	0.4626	0.6078	0.508	0.5637