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Semi-supervised Image Classification on ImageNet 1% labeled

0.699Top-1 AccuracyPAWS
0.618920.639710.66050.68129Apr 28, 2021

Evaluation results

MethodLinks
PAWSArchitecture=ResNet-50 (4x), Epochs=2002021.040.699
PAWSArchitecture=ResNet-50 (4x), Epochs=1002021.040.698
PAWSArchitecture=ResNet-50 (2x), Epochs=2002021.040.696
BYOLArchitecture=ResNet-50 (4x), Epochs=10002021.040.691
PAWSArchitecture=ResNet-50 (2x), Epochs=1002021.040.682
SimCLRv2Architecture=ResNet-50 (2x), Epochs=8002021.040.663
SimCLRArchitecture=ResNet-50 (4x), Epochs=10002021.040.63
BYOLArchitecture=ResNet-50 (2x), Epochs=10002021.040.622