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ResearchFormerly WizWand

Multiple Instance Learning Classification on TIGER

96.9AccuracyASMIL
71.10877.80484.591.196Oct 17, 2016May 10, 2018Dec 1, 2019Jun 24, 2021Jan 15, 2023Aug 7, 2024Mar 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ASMIL2026.0396.9
DEMIL2026.0396.5
TransMIL2026.0396.3
TG-RGMIL [0]DTopological features=0D2023.0796.1
TG-RGMIL [0,1,2]DTopological features=0D, 1D, 2D2023.0795.7
TG-RGMIL [0,1]DTopological features=0D, 1D2023.0795.3
ABMIL2026.0395.3
DSMIL2026.0395.1
RGMIL2026.0394.9
PSMIL2026.0394.7
GAPMILwD (2025)Reference Year=20252023.0791.9
APMILwD (2025)Reference Year=20252023.0791.7
DPMIL (2018)Reference Year=20182023.0789.7
GNNMIL (2019)Reference Year=20192023.0787.6
DSMIL (2021)Reference Year=20212023.0786.9
BDRMIL (2022)Reference Year=20222023.0786.9
DistNet (2023)Reference Year=20232023.0786.4
miGraph2016.1086
ALP-SVM2016.1086
GAPMIL (2018)Reference Year=20182023.0784.5
MI-ANFIS2016.1084.5
RGMIL (2023)Reference Year=20232023.0784.2
MI-kernel2016.1084.2
MI-SVM2016.1084
APMIL (2018)Reference Year=20182023.0783.9
MIForest2016.1082
MIGraph2016.1081.9
PPPM-kernel2016.1080.2
mi-SVM2016.1078.4
EM-DD2016.1072.1