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Benchmarks
Attribution Faithfulness on Oxford-IIIT Pet (test)
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57.11
DiffID
DiffIG
18.3076
28.3813
38.455
48.5287
Jun 21, 2026
DiffID
Insertion
Deletion
Updated 1mo ago
Evaluation Results
Method
Method
Links
DiffID
Insertion
Deletion
DiffIG
Backbone=ViT-B/16
2026.06
57.11
78.78
21.66
AGI
Backbone=ViT-B/16
2026.06
40.33
72.9
32.57
MIG
Backbone=ViT-B/16
2026.06
33.56
67.51
33.95
GIG
Backbone=ViT-B/16
2026.06
33.19
67.81
34.62
EIG
Backbone=ViT-B/16
2026.06
33.16
66.88
33.73
IG
Backbone=ViT-B/16
2026.06
33.03
67.75
34.72
IG2
Backbone=ViT-B/16
2026.06
20.3
60.1
39.8
SPI
Backbone=ViT-B/16
2026.06
19.8
61.05
41.25
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