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ResearchFormerly WizWand

Cancer Sub-typing on DHMC-LUNG

0.8222AccuracyMacNet
0.61420.66820.72220.7762Feb 16, 2026
Updated 8mo ago

Evaluation results

MethodLinks
MacNetFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.82220.8672
MacNetFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.82220.8672
PID-LRSCBackbone=Swin-T2026.020.82220.8711
DGR-MILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.80.7886
DGR-MILBackbone=Swin-T2026.020.80.7886
ILRA-MILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.77780.8074
RRT-MILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.77780.7521
MFC-MILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.77780.7767
ILRA-MILBackbone=Swin-T2026.020.77780.8074
RRT-MILBackbone=Swin-T2026.020.77780.7521
MFC-MILBackbone=Swin-T2026.020.77780.7767
CLAM-SBFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.75560.7783
CLAM-SBFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.75560.7674
MFC-MILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.75560.7575
CLAM-SBBackbone=Swin-T2026.020.75560.7783
ABMILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.73330.8123
CLAM-MBFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.73330.7684
TransMILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.73330.8084
DTFD-MILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.73330.8084
ABMILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.73330.7467
CLAM-MBFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.73330.7659
TransMILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.73330.7442
ILRA-MILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.73330.7773
DGR-MILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.73330.7886
ACMIL-MHAFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.73330.7635
ABMILBackbone=Swin-T2026.020.73330.8123
CLAM-MBBackbone=Swin-T2026.020.73330.7684
TransMILBackbone=Swin-T2026.020.73330.8084
DTFD-MILBackbone=Swin-T2026.020.73330.8084
S4MILFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.71110.7007
RRT-MILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.71110.7294
S4MILBackbone=Swin-T2026.020.71110.7007
FRMILBackbone=Swin-T2026.020.71110.7442
IBMIL-DSFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.68890.7091
ACMIL-MHAFeature Extractor=Swin-T, Pre-training Dataset=ImageNet-11k2026.020.68890.6849
IBMIL-DSFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.68890.7131
IBMIL-DSBackbone=Swin-T2026.020.68890.7091
ACMIL-MHABackbone=Swin-T2026.020.68890.6849
S4MILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.66670.6983
DTFD-MILFeature Extractor=PLIP, Pre-training Dataset=OpenPath2026.020.62220.6267