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ResearchFormerly WizWand

Segmentation on LGG MRI

92.95F1 ScoreSFW
11.20632.42853.6574.872Nov 18, 2025
Updated 5mo ago

Evaluation results

MethodLinks
SFWModel=Res50-Unet, Pruning Ratio=Dense2025.1192.9594.529.18
S2SAM + WCRModel=Res50-Unet, Pruning Ratio=Dense2025.1192.9494.599
SGDModel=Res50-Unet, Pruning Ratio=Dense2025.1192.8494.3912.55
SAM + WCRModel=Res50-Unet, Pruning Ratio=Dense2025.1192.6794.429.02
SAMModel=Res50-Unet, Pruning Ratio=Dense2025.1192.6493.789.26
SGD + WCRModel=Res50-Unet, Pruning Ratio=Dense2025.1192.5893.7713.14
S2SAMModel=Res50-Unet, Pruning Ratio=Dense2025.1192.2893.9910.62
SFW + WCRModel=Res50-Unet, Pruning Ratio=Dense2025.1191.9193.4613.84
CrAMModel=Res50-Unet, Pruning Ratio=Dense2025.1191.6393.6619.11
CrAM + WCRModel=Res50-Unet, Pruning Ratio=Dense2025.1189.9492.4521.12
SFW + WCRModel=Res50-Unet, Pruning Ratio=85% Pruned2025.1179.3879.2832.61
SAM + WCRModel=Res50-Unet, Pruning Ratio=85% Pruned2025.1172.4480.2454.07
SFW + WCRModel=Res50-Unet, Pruning Ratio=88% Pruned2025.1172.169.0931.78
SAM + WCRModel=Res50-Unet, Pruning Ratio=88% Pruned2025.1170.1877.9158.12
S2SAM + WCRModel=Res50-Unet, Pruning Ratio=85% Pruned2025.1156.9968.1872.46
S2SAM + WCRModel=Res50-Unet, Pruning Ratio=88% Pruned2025.1154.4765.6775.83
SGD + WCRModel=Res50-Unet, Pruning Ratio=88% Pruned2025.1152.852.5387.55
SGD + WCRModel=Res50-Unet, Pruning Ratio=85% Pruned2025.1151.3652.9497.41
SFWModel=Res50-Unet, Pruning Ratio=85% Pruned2025.1150.1744.889.97
CrAM + WCRModel=Res50-Unet, Pruning Ratio=85% Pruned2025.1140.6650.05106.17
SAMModel=Res50-Unet, Pruning Ratio=85% Pruned2025.1139.0343.99107.11
S2SAMModel=Res50-Unet, Pruning Ratio=85% Pruned2025.1135.8840.58106.96
S2SAMModel=Res50-Unet, Pruning Ratio=88% Pruned2025.1133.536.89106.76
CrAM + WCRModel=Res50-Unet, Pruning Ratio=88% Pruned2025.1132.6433.45103.99
SGDModel=Res50-Unet, Pruning Ratio=85% Pruned2025.1130.8338.48108.78
CrAMModel=Res50-Unet, Pruning Ratio=88% Pruned2025.1128.1128.88105.89
SAMModel=Res50-Unet, Pruning Ratio=88% Pruned2025.1127.8625.87100.13
CrAMModel=Res50-Unet, Pruning Ratio=85% Pruned2025.1118.7727.58110.31
SFWModel=Res50-Unet, Pruning Ratio=88% Pruned2025.1114.351184.42