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Domain Incremental Learning on DSC
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6.24
Average Backward Transfer (BWT)
DKVB-P Generic
-0.1872
1.4814
3.15
4.8186
Dec 11, 2024
Average Backward Transfer (BWT)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Backward Transfer (BWT)
DKVB-P Generic
Model=BERT (frozen)
2024.12
6.24
DKVB-P Incremental
Model=BERT (frozen)
2024.12
4.88
DKVB-NP Incremental
Model=BERT (frozen)
2024.12
3.06
DKVB-NP Generic
Model=BERT (frozen)
2024.12
1.17
DKVB-P Oracle
Model=BERT (frozen)
2024.12
1.02
DKVB-NP Oracle
Model=BERT (frozen)
2024.12
0.88
DER++
Model=BERT (frozen)
2024.12
0.58
CTR
Model=Adapter-BERT
2024.12
0.49
NCL
Model=Adapter-BERT
2024.12
0.39
NCL
Model=BERT
2024.12
0.29
OWM
Model=BERT (frozen)
2024.12
0.26
NCL
Model=BERT (frozen)
2024.12
0.1
EWC
Model=BERT (frozen)
2024.12
0.06
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