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Benchmarks
Concept Interpretability on ImageNet
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63
Precision
EDDP-C
26.6
36.05
45.5
54.95
Sep 28, 2025
Precision
Recall
F1 Score
AP
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
F1 Score
AP
EDDP-C
I=384, Backbone=VGG16
2025.09
63
16
24
31
NMF
I=448, Backbone=VGG16
2025.09
62
16
25
31
EDDP-C
I=512, Backbone=VGG16
2025.09
62
15
24
30
EDDP-U
I=384, Backbone=VGG16
2025.09
61
18
27
31
EDDP-C
I=448, Backbone=VGG16
2025.09
61
16
24
30
EDDP-U
I=512, Backbone=VGG16
2025.09
61
18
27
31
NMF
I=384, Backbone=VGG16
2025.09
60
17
26
31
EDDP-U
I=448, Backbone=VGG16
2025.09
59
18
26
30
Natural
I=512, Backbone=VGG16
2025.09
58
16
25
29
PCA
I=384, Backbone=VGG16
2025.09
29
15
19
16
PCA
I=512, Backbone=VGG16
2025.09
29
15
19
16
PCA
I=448, Backbone=VGG16
2025.09
28
15
19
16
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