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ResearchFormerly WizWand

Binary Segmentation on GLAS

92.35DSCRWKV-UNet
83.759685.989888.2290.4502Jan 14, 2025
Updated 8mo ago

Evaluation results

MethodLinks
RWKV-UNetParams.=17.13M, FLOPS=14.50G2025.0192.35
RWKV-UNetParams.=17.13M, FLOPS=14.50G2025.0192.35
RWKV-UNet-SParams.=9.70M, FLOPS=7.64G2025.0192.11
RWKV-UNet-SParams.=9.70M, FLOPS=7.64G2025.0192.11
RWKV-UNet-TParams.=3.15M, FLOPS=3.70G2025.0191.96
RWKV-UNet-TParams.=3.15M, FLOPS=3.70G2025.0191.96
PVT-CASCADEParams.=35.27M, FLOPS=8.20G2025.0191.85
PVT-CASCADEParams.=35.27M, FLOPS=8.20G2025.0191.85
PVT-EMCAD-B2Params.=26.76M, FLOPS=5.64G2025.0191.77
PVT-EMCAD-B2Params.=26.76M, FLOPS=5.64G2025.0191.77
TransUNetParams.=105.3M, FLOPS=33.42G2025.0191.58
TransUNetParams.=105.3M, FLOPS=33.42G2025.0191.58
FCBFormerParams.=51.96M, FLOPS=41.22G2025.0191.13
FCBFormerParams.=51.96M, FLOPS=41.22G2025.0191.13
R50-UNetParams.=28.78M, FLOPS=9.72G2025.0190.64
R50-UNetParams.=28.78M, FLOPS=9.72G2025.0190.64
Att-UNetParams.=8.73M, FLOPS=16.78G2025.0189.14
Att-UNetParams.=8.73M, FLOPS=16.78G2025.0189.14
UNet++Params.=9.16M, FLOPS=34.71G2025.0188.93
UNet++Params.=9.16M, FLOPS=34.71G2025.0188.93
U-NetParams.=7.77M, FLOPS=12.16G2025.0188.56
U-NetParams.=7.77M, FLOPS=12.16G2025.0188.56
Rolling-UNet-MParams.=7.10M, FLOPS=8.31G2025.0188.12
Rolling-UNet-MParams.=7.10M, FLOPS=8.31G2025.0188.12
U-KANParams.=25.36M, FLOPS=8.08G2025.0187.42
U-KANParams.=25.36M, FLOPS=8.08G2025.0187.42
UNextParams.=1.47M, FLOPS=0.58G2025.0184.09
UNextParams.=1.47M, FLOPS=0.58G2025.0184.09