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ResearchFormerly WizWand

Image Classification on Pascal VOC low-shot 2007

88.24mAPSCE (Ours)
75.65678.92382.1985.457Nov 29, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SCE (Ours)K (images per class)=full, Pre-training epochs=2002021.1188.24
WCLK (images per class)=full, Pre-training epochs=2002021.1187.75
SWAVK (images per class)=full, Pre-training epochs=2002021.1187.47
ReSSLK (images per class)=full, Pre-training epochs=2002021.1186.31
SCE (Ours)K (images per class)=64, Pre-training epochs=2002021.1185.47
PCLv2K (images per class)=full, Pre-training epochs=2002021.1185.43
WCLK (images per class)=64, Pre-training epochs=2002021.1185.01
MoCov2K (images per class)=full, Pre-training epochs=2002021.1184.6
SWAVK (images per class)=64, Pre-training epochs=2002021.1184.4
ReSSLK (images per class)=64, Pre-training epochs=2002021.1183.81
SCE (Ours)K (images per class)=32, Pre-training epochs=2002021.1183.05
WCLK (images per class)=32, Pre-training epochs=2002021.1182.97
PCLv2K (images per class)=64, Pre-training epochs=2002021.1182.67
ReSSLK (images per class)=32, Pre-training epochs=2002021.1181.96
SWAVK (images per class)=32, Pre-training epochs=2002021.1181.86
MoCov2K (images per class)=64, Pre-training epochs=2002021.1181.52
PCLv2K (images per class)=32, Pre-training epochs=2002021.1180.72
WCLK (images per class)=16, Pre-training epochs=2002021.1180.24
SCE (Ours)K (images per class)=16, Pre-training epochs=2002021.1179.47
ReSSLK (images per class)=16, Pre-training epochs=2002021.1179.17
MoCov2K (images per class)=32, Pre-training epochs=2002021.1179.16
SWAVK (images per class)=16, Pre-training epochs=2002021.1178.38
PCLv2K (images per class)=16, Pre-training epochs=2002021.1178.34
MoCov2K (images per class)=16, Pre-training epochs=2002021.1176.14