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ResearchFormerly WizWand

Mutual Information Estimation on In-Meta-Distribution (IMD) (test)

0.12MSEMISTQR
-1,200,000,000,000,000,0006,900,000,000,000,000,00015,000,000,000,000,000,00023,100,000,000,000,000,000Nov 24, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MISTQRsample size (n)=[300, 500]2025.110.12
MISTsample size (n)=[300, 500]2025.110.28
MISTQRsample size (n)=[100, 300]2025.110.31
MISTsample size (n)=[100, 300]2025.110.34
MISTsample size (n)=[10, 100]2025.113.1
MISTQRsample size (n)=[10, 100]2025.113.1
CCAsample size (n)=[300, 500]2025.116.7
VCEsample size (n)=[100, 300]2025.1114
VCEsample size (n)=[10, 100]2025.1115
VCEsample size (n)=[300, 500]2025.1116
FMMIsample size (n)=[300, 500]2025.1117
CCAsample size (n)=[100, 300]2025.1123
FMMIsample size (n)=[100, 300]2025.1125
MINDEsample size (n)=[300, 500]2025.1125
KSGsample size (n)=[300, 500]2025.1127
KSGsample size (n)=[100, 300]2025.1128
FMMIsample size (n)=[10, 100]2025.1128
KSGsample size (n)=[10, 100]2025.1130
LMIsample size (n)=[300, 500]2025.1130
LMIsample size (n)=[10, 100]2025.1131
LMIsample size (n)=[100, 300]2025.1131
InfoNCEsample size (n)=[300, 500]2025.1132
InfoNetsample size (n)=[10, 100]2025.1132
MINDEsample size (n)=[100, 300]2025.1132
InfoNCEsample size (n)=[100, 300]2025.1135
InfoNetsample size (n)=[100, 300]2025.1135
MINDEsample size (n)=[10, 100]2025.1135
InfoNetsample size (n)=[300, 500]2025.1137
InfoNCEsample size (n)=[10, 100]2025.11140
CCAsample size (n)=[10, 100]2025.114,600
MINEsample size (n)=[10, 100]2025.116,300
MINEsample size (n)=[100, 300]2025.1112,000
MINEsample size (n)=[300, 500]2025.11120,000
DVsample size (n)=[300, 500]2025.118,500,000
DVsample size (n)=[100, 300]2025.111,100,000,000
DVsample size (n)=[10, 100]2025.1130,000,000,000,000,000,000