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ResearchFormerly WizWand

Generalized Few-Shot Learning on tiered-ImageNet

83.06Novel AccuracyMVCN
43.425653.715364.00574.2947Nov 29, 2022
Updated 8mo ago

Evaluation results

MethodLinks
MVCNShots=10-shot2022.1183.0667.4675.26
MVCNShots=5-shot2022.1179.5966.372.34
LCwoFShots=10-shot2022.1179.261.7670.57
XtarNetShots=10-shot2022.1178.3663.0870.72
XtarNetShots=5-shot2022.1174.4963.1368.81
IWShots=10-shot2022.1174.0161.6765.5
DFSLShots=10-shot2022.1173.9756.9465.46
IWShots=5-shot2022.1171.8556.1163.98
AANShots=10-shot2022.1170.8857.4964.18
LCwoFShots=5-shot2022.1169.0563.4466.25
DFSLShots=5-shot2022.1167.9439.0853.51
MVCNShots=1-shot2022.1162.1161.2361.67
XtarNetShots=1-shot2022.1158.964.0261.46
AANShots=5-shot2022.1157.7664.1360.95
LCwoFShots=1-shot2022.1157.1360.3958.76
AANShots=1-shot2022.1154.3955.8555.12
DFSLShots=1-shot2022.1147.3236.141.71
IWShots=1-shot2022.1144.9562.5353.74