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Object Recognition Faithfulness on ImageNet ILSVRC 2012 (val)
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31.5
Avg Drop
Score-CAM
30.22
38.86
47.5
56.14
Oct 3, 2019
Avg Drop
Avg Increase
Updated 1mo ago
Evaluation Results
Method
Method
Links
Avg Drop
Avg Increase
Score-CAM
Muted Pixels=50%, Base...
2019.10
31.5
30.6
Grad-CAM++
Muted Pixels=50%, Base...
2019.10
45.5
18.9
RISE
Muted Pixels=50%, Base...
2019.10
47
14
Grad-CAM
Muted Pixels=50%, Base...
2019.10
47.8
19.6
Mask
Muted Pixels=50%, Base...
2019.10
63.5
5.29
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