GPAFormer with 1.81M parameters reports top Dice scores on BTCV (75.70%), Synapse (81.20%), ACDC (89.32%), and BraTS (82.74%) while running inference in under one second on consumer GPUs.
Synapse provides labels for 8 major organs: aorta, gallbladder, left kidney, 4 right kidney, liver, pancreas, spleen, and stomach
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GPAFormer: Graph-guided Patch Aggregation Transformer for Efficient 3D Medical Image Segmentation
GPAFormer with 1.81M parameters reports top Dice scores on BTCV (75.70%), Synapse (81.20%), ACDC (89.32%), and BraTS (82.74%) while running inference in under one second on consumer GPUs.