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Attribution Performance Evaluation on Annotated Image Segmentation
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81.72
Pixel Accuracy
FEX
48.96
57.465
65.97
74.475
May 29, 2024
Pixel Accuracy
mAP
mIoU
Updated 2mo ago
Evaluation Results
Method
Method
Links
Pixel Accuracy
mAP
mIoU
FEX
training_samples=1.3M,...
2024.05
81.72
89.39
65.87
AttLRP
category=Model-Specific
2024.05
81.62
85.9
65.17
FEX
training_samples=50k,...
2024.05
78.62
67.14
46.85
GradSHAP
category=Model-Agnostic
2024.05
78.12
68.86
49.58
FastSHAP
category=Amortized
2024.05
76.74
67.49
48.11
GradCAM
category=Model-Specific
2024.05
67.86
73.11
44.58
IG
category=Model-Agnostic
2024.05
56.43
61.35
37.14
Random
category=Other
2024.05
50.64
50.5
32.35
RISE
category=Model-Agnostic
2024.05
50.22
52.81
30.22
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