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ResearchFormerly WizWand

Histopathological Image Segmentation on LUAD-HistoSeg

77.93mIoUSSHR
19.731634.840849.9565.0592Mar 15, 2025May 30, 2025Aug 15, 2025Oct 31, 2025Jan 15, 2026Apr 2, 2026Jun 18, 2026
Updated 4mo ago

Evaluation results

MethodLinks
SSHRVenue=Proposed, Backbone=ResNet38, Phase=Phase 2, Method Category=Single-Stage Methods2026.0677.93——87.54
ESFANVenue=MICCAI’25, Backbone=ResNet200, Phase=Phase 2, Method Category=Multi-Stage Methods2026.0676.83——86.86
ARMLVenue=MICCAI’24, Backbone=ResNet101, Phase=Phase 2, Method Category=Multi-Stage Methods2026.0676.55——86.67
PBLPSupervision=Weakly Supervised2025.0376.4475.1930.6486.64
PBIPVenue=CVPR’25, Backbone=ResNet200, Phase=Phase 2, Method Category=Multi-Stage Methods2026.0675.89——86.02
ESFANVenue=MICCAI’25, Backbone=ResNet38, Phase=Phase 1, Method Category=Multi-Stage Methods2026.0675.76——86.17
MLPSVenue=MIA’22, Backbone=ResNet101, Phase=Phase 2, Method Category=Multi-Stage Methods2026.0675.27——85.82
Proto2SegSupervision=Weakly Supervised2025.0374.9174.5230.7185.97
WAWEHISVenue=TMI’25, Backbone=ResNet200, Phase=Phase 2, Method Category=Multi-Stage Methods2026.0674.69——85.46
PBIPVenue=CVPR’25, Backbone=MiT-B1, Phase=Phase 1, Method Category=Multi-Stage Methods2026.0674.46——85.62
MLPSVenue=MIA’22, Backbone=ResNet38, Phase=Phase 1, Method Category=Multi-Stage Methods2026.0674.18——85.42
TPROSupervision=Weakly Supervised2025.0374.1474.0127.4685.14
MLPSSupervision=Weakly Supervised2025.0373.5473.1527.7784.75
ARMLVenue=MICCAI’24, Backbone=ResNet38, Phase=Phase 1, Method Category=Multi-Stage Methods2026.0673.44——84.65
WAWEHISVenue=TMI’25, Backbone=ResNet38, Phase=Phase 1, Method Category=Multi-Stage Methods2026.0672.62——84.1
OEENSupervision=Weakly Supervised2025.0372.5471.6526.1584.08
DuPLVenue=CVPR’24, Backbone=ViT-B, Phase=Phase 1, Method Category=Single-Stage Methods2026.0663.71——73.06
TransWSSupervision=Supervised2025.0356.27——72.02
HistoSegNetSupervision=Supervised2025.0345.3245.0818.3662.37
CLIMSSupervision=Weakly Supervised2025.0339.4538.9217.5556.58
QA-CLIMSSupervision=Weakly Supervised2025.0321.9720.6310.6736.03