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ResearchFormerly WizWand

Image Classification on CIFAR-100 (Standard Evaluation)

65Top-1 AccuracyG-VBSM
-0.5216.4933.550.51Nov 29, 2023
Updated 8mo ago

Evaluation results

MethodLinks
G-VBSMIPC=50, Approach=Training Set Synthesis, Architecture=R182023.1165
G-VBSMIPC=10, Approach=Training Set Synthesis, Architecture=R182023.1159.5
Whole DatasetArchitecture=CW1282023.1156.2
SRe2LIPC=50, Approach=Training Set Synthesis, Architecture=R182023.1149.5
DataDAMIPC=50, Approach=Training Set Synthesis, Architecture=CW1282023.1149.4
CAFEIPC=50, Approach=Training Set Synthesis, Architecture=CW1282023.1147.7
G-VBSMIPC=50, Approach=Training Set Synthesis, Architecture=CW1282023.1145.7
DMIPC=50, Approach=Training Set Synthesis, Architecture=CW1282023.1143.6
MTTIPC=50, Approach=Training Set Synthesis, Architecture=CW1282023.1142.9
KIPIPC=10, Approach=Training Set Synthesis, Architecture=CW1282023.1140.1
G-VBSMIPC=10, Approach=Training Set Synthesis, Architecture=CW1282023.1138.7
DataDAMIPC=10, Approach=Training Set Synthesis, Architecture=CW1282023.1134.8
HerdingIPC=50, Approach=Coreset Selection, Architecture=CW1282023.1133.7
MTTIPC=10, Approach=Training Set Synthesis, Architecture=CW1282023.1133.1
SRe2LIPC=10, Approach=Training Set Synthesis, Architecture=R182023.1131.6
CAFEIPC=10, Approach=Training Set Synthesis, Architecture=CW1282023.1131.5
DCIPC=50, Approach=Training Set Synthesis, Architecture=CW1282023.1130.6
K-CenterIPC=50, Approach=Coreset Selection, Architecture=CW1282023.1130.5
RandomIPC=50, Approach=Coreset Selection, Architecture=CW1282023.1130
DMIPC=10, Approach=Training Set Synthesis, Architecture=CW1282023.1129.7
G-VBSMIPC=1, Approach=Training Set Synthesis, Architecture=R182023.1125.9
DCIPC=10, Approach=Training Set Synthesis, Architecture=CW1282023.1125.2
MTTIPC=1, Approach=Training Set Synthesis, Architecture=CW1282023.1124.3
HerdingIPC=10, Approach=Coreset Selection, Architecture=CW1282023.1117.3
K-CenterIPC=10, Approach=Coreset Selection, Architecture=CW1282023.1117.3
G-VBSMIPC=1, Approach=Training Set Synthesis, Architecture=CW1282023.1116.4
ForgettingIPC=10, Approach=Coreset Selection, Architecture=CW1282023.1115.1
RandomIPC=10, Approach=Coreset Selection, Architecture=CW1282023.1114.6
DataDAMIPC=1, Approach=Training Set Synthesis, Architecture=CW1282023.1114.5
CAFEIPC=1, Approach=Training Set Synthesis, Architecture=CW1282023.1114
DCIPC=1, Approach=Training Set Synthesis, Architecture=CW1282023.1112.8
KIPIPC=1, Approach=Training Set Synthesis, Architecture=CW1282023.1112
DMIPC=1, Approach=Training Set Synthesis, Architecture=CW1282023.1111.4
K-CenterIPC=1, Approach=Coreset Selection, Architecture=CW1282023.118.4
HerdingIPC=1, Approach=Coreset Selection, Architecture=CW1282023.118.3
ForgettingIPC=1, Approach=Coreset Selection, Architecture=CW1282023.114.5
RandomIPC=1, Approach=Coreset Selection, Architecture=CW1282023.114.2
SRe2LIPC=1, Approach=Training Set Synthesis, Architecture=R182023.112