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Transferability estimation correlation on CIFAR100 small, balanced full (test)
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0.798
LEEP
Re-train head
0.37992
0.48846
0.597
0.70554
Feb 27, 2020
LEEP
NCE
H
Updated 4d ago
Evaluation Results
Method
Method
Links
LEEP
NCE
H
Re-train head
Source=ImageNet, Sourc...
2020.02
0.798
0.715
0.026
Fine-tune
Source=ImageNet, Sourc...
2020.02
0.762
0.584
-0.029
Re-train head
Source=CIFAR10, Source...
2020.02
0.744
0.743
0.877
CNAPS
Source=ImageNet, Sourc...
2020.02
0.591
0.31
0.025
Fine-tune
Source=CIFAR10, Source...
2020.02
0.396
0.401
0.737
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