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Class Incremental Learning on 20NG
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29.77
Average Backward Transfer (BWT)
NCL
-1.066
6.9395
14.945
22.9505
Dec 11, 2024
Average Backward Transfer (BWT)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Backward Transfer (BWT)
NCL
Model=BERT
2024.12
29.77
DKVB-P Incremental
Model=BERT (frozen)
2024.12
29.05
DKVB-NP Incremental
Model=BERT (frozen)
2024.12
27.73
DER++
Model=BERT (frozen)
2024.12
27.11
NCL
Model=Adapter-BERT
2024.12
20.01
OWM
Model=BERT (frozen)
2024.12
15.44
DKVB-P Generic
Model=BERT (frozen)
2024.12
4.94
CTR
Model=Adapter-BERT
2024.12
0.5
DKVB-P Oracle
Model=BERT (frozen)
2024.12
0.41
NCL
Model=BERT (frozen)
2024.12
0.38
DKVB-NP Generic
Model=BERT (frozen)
2024.12
0.29
EWC
Model=BERT (frozen)
2024.12
0.27
DKVB-NP Oracle
Model=BERT (frozen)
2024.12
0.12
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