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Image Classification on ImageNet novel and all classes
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55.9
Novel Top-5 Accuracy
PN w/ G
37.7
42.425
47.15
51.875
Apr 11, 2019
Novel Top-5 Accuracy
All Top-5 Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Novel Top-5 Accuracy
All Top-5 Accuracy
PN w/ G
n=2, Backbone=ResNet-10
2019.04
55.9
63.2
PN
n=2, Backbone=ResNet-10
2019.04
54.4
61
MN
n=2, Backbone=ResNet-10
2019.04
54
61
TAFE-Net
n=2, Backbone=ResNet-10
2019.04
53.9
61.9
LogReg
n=2, Backbone=ResNet-10
2019.04
51.1
49.9
LogReg w/ Analogies
n=2, Backbone=ResNet-10
2019.04
50.8
59.4
PN w/ G
n=1, Backbone=ResNet-10
2019.04
45
56.9
MN
n=1, Backbone=ResNet-10
2019.04
43.6
54.4
TAFE-Net
n=1, Backbone=ResNet-10
2019.04
43
55.7
LogReg w/ Analogies
n=1, Backbone=ResNet-10
2019.04
40.7
52.2
PN
n=1, Backbone=ResNet-10
2019.04
39.3
49.5
LogReg
n=1, Backbone=ResNet-10
2019.04
38.4
40.8
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