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Benchmarks
Task-incremental Learning on CIFAR-100 (20-split)
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61.2
Accuracy
InfluenceCL
46.328
50.189
54.05
57.911
Apr 20, 2023
Accuracy
Backward Transfer (BWT)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Backward Transfer (BWT)
InfluenceCL
2023.04
61.2
-0.04
GCR
2023.04
60.9
-
OCS
2023.04
60.5
-0.04
iCaRL
2023.04
60.3
-0.04
ER-MIR
2023.04
60.2
-0.04
Bilevel
2023.04
60.1
-0.04
Vanilla IF
2023.04
60
-0.05
GSS
2023.04
59.7
-0.04
Stable SGD
2023.04
57.4
-0.07
A-GEM
2023.04
50.7
-0.19
EWC
2023.04
49.5
-0.48
ER
2023.04
46.9
-0.21
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