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Continual Factual Knowledge Acquisition on WikiBio Continual
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35.5
Soft Token Accuracy
Naive
27.752
29.7635
31.775
33.7865
May 11, 2026
Soft Token Accuracy
Updated 22d ago
Evaluation Results
Method
Method
Links
Soft Token Accuracy
Naive
Backbone=Qwen2.5
2026.05
35.5
STOC
Backbone=Qwen2.5, alph...
2026.05
35.46
LAMOL
Backbone=Qwen2.5, alph...
2026.05
34.64
LAMOL
Backbone=Qwen2.5, alph...
2026.05
34.49
STOC
Backbone=Qwen2.5, alph...
2026.05
33.16
Naive
Backbone=Pythia
2026.05
32.21
STOC
Backbone=Pythia, alpha...
2026.05
31.88
LAMOL
Backbone=Pythia, alpha...
2026.05
31.54
LAMOL
Backbone=Pythia, alpha...
2026.05
31.33
STOC
Backbone=Pythia, alpha...
2026.05
28.05
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