I have ran 'main_supcon.py'. Parameter: CIFAR-100 resnet-18， other parameters have no change. Then I ran 'main_linear' to test resnet-18's accuracy(Load the encoder weights previously trained in 'main_supcon.py' ), just train the last layer(fc layer). But the accuracy is about 55(Baseline is resent-18 train alone, the accuracy is 70). I think it is strange, so want to consult you about it.
shuaiNJU
commented
1 year ago
I have ran 'main_supcon.py'. Parameter: CIFAR-100 resnet-18， other parameters have no change. Then I ran 'main_linear' to test resnet-18's accuracy(Load the encoder weights previously trained in 'main_supcon.py' ), just train the last layer(fc layer). But the accuracy is about 55(Baseline is resent-18 train alone, the accuracy is 70). I think it is strange, so want to consult you about it.