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Medical Image Segmentation on ACDC (100 patients total test)

92.9Dice Score

PCL

Updated 1mo ago

Evaluation Results

Method	Links
PCL 2021.06		92.9
Random 2021.06		92.8
PIRL 2021.06		92.7
SimCLR 2021.06		92.7
GCL 2021.06		92.7
Rotation 2021.06		92.5
PCL 2021.06		91.9
SimCLR 2021.06		91.3
GCL 2021.06		91.3
PIRL 2021.06		91.2
Rotation 2021.06		91
Random 2021.06		90.9
PCL 2021.06		90.9
PCL 2021.06		90.4
GCL 2021.06		90.2
Rotation 2021.06		89.8
PIRL 2021.06		89.6
Random 2021.06		89.4
SimCLR 2021.06		89.4
GCL 2021.06		89.1
Rotation 2021.06		88.6
PCL 2021.06		88.5
PIRL 2021.06		88
Random 2021.06		87.6
GCL 2021.06		87.2
SimCLR 2021.06		86.9
Rotation 2021.06		86.8
PIRL 2021.06		86.5
PCL 2021.06		85
Random 2021.06		84
SimCLR 2021.06		82.4
Proposed 2022.04		82.4
PIRL 2021.06		82.3
Rotation 2021.06		80.9
GCL 2021.06		80.3
FedRotation 2022.04		78.3
Random 2021.06		78.2
FedSwAV 2022.04		78.2
Local CL 2022.04		77
Random init 2022.04		76.6
FedCA 2022.04		76.6
FedSimCLR 2022.04		76.5
Proposed 2022.04		74.5
SimCLR 2021.06		72.5
PCL 2021.06		67.1
FedRotation 2022.04		66
FedSwAV 2022.04		65.9
Local CL 2022.04		63.7
GCL 2021.06		63.6
Proposed 2022.04		63.1
FedSimCLR 2022.04		61.9
Random init 2022.04		61.8
FedCA 2022.04		61
Random 2021.06		58.8
Rotation 2021.06		57.2
FedRotation 2022.04		50.8
Proposed 2022.04		50.6
PIRL 2021.06		49.2
FedSwAV 2022.04		48
Local CL 2022.04		45.6
FedSimCLR 2022.04		43.5
FedCA 2022.04		41.7
Random init 2022.04		41.4
FedRotation 2022.04		35.7
SimCLR 2021.06		35.2
FedSwAV 2022.04		32.3
Local CL 2022.04		32
FedSimCLR 2022.04		28.8
Random init 2022.04		28
FedCA 2022.04		28