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Diagonal Fisher Information Matrix Estimation on DBpedia
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22
RelMAE
Hutchinson's FIM estimator
19.68
35.34
51
66.66
May 19, 2025
RelMAE
Speedup Factor
Updated 1mo ago
Evaluation Results
Method
Method
Links
RelMAE
Speedup Factor
Hutchinson's FIM estimator
Backbone=RoBERTa-base
2025.05
22
1
Diagonal Gauss-Newton FIM estimator
Backbone=RoBERTa-base
2025.05
25
1
Empirical FIM
Backbone=RoBERTa-base
2025.05
59
1
Low-rank(2) FIM estimator
Backbone=RoBERTa-base
2025.05
72
0.93
Low-rank FIM estimator
Backbone=RoBERTa-base
2025.05
80
0.93
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