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ResearchFormerly WizWand

Cancer Subtyping on AMU-CSCC

92.45ACCMacNet
76.756480.830784.90588.9793Feb 16, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MacNetFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0292.450.9813
MacNetFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0292.450.9813
PID-LRSCBackbone=Swin-T2026.0292.450.9891
ACMIL-MHAFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0290.570.9701
ILRA-MILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0290.570.9713
ACMIL-MHABackbone=Swin-T2026.0290.570.9701
MFC-MILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0289.620.9723
MFC-MILBackbone=Swin-T2026.0289.620.9723
TransMILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0288.680.9521
DGR-MILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0288.680.9613
ACMIL-MHAFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0288.680.9735
MFC-MILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0288.680.9526
TransMILBackbone=Swin-T2026.0288.680.9521
DGR-MILBackbone=Swin-T2026.0288.680.9613
CLAM-MBFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0287.740.9336
CLAM-SBFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0287.740.9603
TransMILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0287.740.964
DGR-MILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0287.740.9569
CLAM-MBBackbone=Swin-T2026.0287.740.9336
RRT-MILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0286.790.9543
RRT-MILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0285.850.9265
S4MILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0285.850.9652
RRT-MILBackbone=Swin-T2026.0285.850.9265
ILRA-MILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0284.910.9123
S4MILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0284.910.9605
CLAM-MBFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0284.910.9333
ILRA-MILBackbone=Swin-T2026.0284.910.9123
S4MILBackbone=Swin-T2026.0284.910.9605
ABMILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0283.020.9547
CLAM-SBFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0283.020.9581
ABMILBackbone=Swin-T2026.0283.020.9547
CLAM-SBBackbone=Swin-T2026.0283.020.9581
ABMILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0282.080.9321
DTFD-MILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0281.130.9036
IBMIL-DSFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0281.130.908
DTFD-MILBackbone=Swin-T2026.0281.130.9036
FRMILBackbone=Swin-T2026.0281.130.899
IBMIL-DSFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.0278.30.8881
IBMIL-DSBackbone=Swin-T2026.0278.30.8881
DTFD-MILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.0277.360.896