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ResearchFormerly WizWand

Multiple Instance Learning Classification on FOX

96.1AccuracyASMIL
54.565.376.186.9Oct 17, 2016May 10, 2018Dec 1, 2019Jun 24, 2021Jan 15, 2023Aug 7, 2024Mar 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ASMIL2026.0396.1
RGMIL2026.0395.4
ABMIL2026.0395.2
TransMIL2026.0394.4
PSMIL2026.0394.2
DEMIL2026.0394.1
DSMIL2026.0393.9
TG-RGMIL [0,1,2]DTopological features=0D, 1D, 2D2023.0779.2
APMILwD (2025)Reference Year=20252023.0778.9
GAPMILwD (2025)Reference Year=20252023.0778.8
TG-RGMIL [0,1]DTopological features=0D, 1D2023.0778.5
TG-RGMIL [0]DTopological features=0D2023.0774.7
DSMIL (2021)Reference Year=20212023.0772.9
RGMIL (2023)Reference Year=20232023.0771.4
DistNet (2023)Reference Year=20232023.0768
GNNMIL (2019)Reference Year=20192023.0767.9
MI-ANFIS2016.1066.4
ALP-SVM2016.1066
DPMIL (2018)Reference Year=20182023.0765.5
MIForest2016.1064
BDRMIL (2022)Reference Year=20222023.0762.9
miGraph2016.1061.6
APMIL (2018)Reference Year=20182023.0761.5
MIGraph2016.1061.2
GAPMIL (2018)Reference Year=20182023.0760.3
MI-kernel2016.1060.3
PPPM-kernel2016.1060.3
mi-SVM2016.1058.2
MI-SVM2016.1057.8
EM-DD2016.1056.1