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Transferability estimation correlation on CIFAR100 small, imbalanced full (test)
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0.862
LEEP
Re-train head
0.5084
0.6002
0.692
0.7838
Feb 27, 2020
LEEP
NCE
H
Updated 4d ago
Evaluation Results
Method
Method
Links
LEEP
NCE
H
Re-train head
Source=CIFAR10, Source...
2020.02
0.862
0.847
0.787
Fine-tune
Source=CIFAR10, Source...
2020.02
0.597
0.582
0.758
Fine-tune
Source=ImageNet, Sourc...
2020.02
0.565
0.503
-0.069
Re-train head
Source=ImageNet, Sourc...
2020.02
0.522
0.484
-0.058
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