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Visual Explanation Faithfulness on MS-COCO Misclassification failure cases (test)
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73.8
Insertion (Ins)
VX-CODE
40
48.775
57.55
66.325
Dec 1, 2024
Insertion (Ins)
Deletion (Del)
Updated 15d ago
Evaluation Results
Method
Method
Links
Insertion (Ins)
Deletion (Del)
VX-CODE
r=3
2024.12
73.8
16.8
VX-CODE
r=2
2024.12
72.6
17.4
VX-CODE
r=1
2024.12
70.7
17.7
SSGrad-CAM++
2024.12
64.7
22
D-RISE
2024.12
62.7
25.6
Grad-CAM++
2024.12
57.1
26.6
SSGrad-CAM
2024.12
47.3
24.9
Grad-CAM
2024.12
46.3
28.6
ODAM
2024.12
41.3
24.3
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