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Concept Interpretability on COCO-stuff (test)
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44.5
Locality
INSIGHT
16.836
24.018
31.2
38.382
Jan 20, 2026
Locality
Consistency
Impurity
Updated 1mo ago
Evaluation Results
Method
Method
Links
Locality
Consistency
Impurity
INSIGHT
Backbone=ViT-B-16 CLIP...
2026.01
44.5
13.1
0.539
PatchSAE
2026.01
34.6
12.7
0.663
MSAE
LRP for spatial attrib...
2026.01
20
7.9
1.198
SALF-CBM
2026.01
19.5
6.7
1.143
DN-CBM
LRP for spatial attrib...
2026.01
17.9
5.7
1.235
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