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Benchmarks
Sequential Knowledge Editing on Editing VQA (E-VQA) T=5 steps
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92.63
Relational Accuracy (Rel.)
UniKE+ODEdit
42.5748
55.5699
68.565
81.5601
Jan 27, 2026
Relational Accuracy (Rel.)
Generality Accuracy (Gen.)
Temporal Locality (T-Loc.)
Model Locality (M-Loc.)
Updated 4d ago
Evaluation Results
Method
Method
Links
Relational Accuracy (Rel.)
Generality Accuracy (Gen.)
Temporal Locality (T-Loc.)
Model Locality (M-Loc.)
UniKE+ODEdit
Backbone=BLIP2-OPT, Se...
2026.01
92.63
83.59
9,238
8,995
UniKE
Backbone=BLIP2-OPT, Se...
2026.01
90.28
80.26
9,141
8,937
WISE+ODEdit
Backbone=BLIP2-OPT, Se...
2026.01
49.42
43.52
80
15
WISE
Backbone=BLIP2-OPT, Se...
2026.01
44.5
34.75
40
15
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