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Benchmarks
Incremental Learning on ImageNet Subset (test)
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68
Last Acc
DS-AL
57.496
60.223
62.95
65.677
Sep 26, 2024
Last Acc
Avg Acc
Updated 1mo ago
Evaluation Results
Method
Method
Links
Last Acc
Avg Acc
DS-AL
Number of Tasks (T)=5,...
2024.09
68
75.2
DS-AL
Number of Tasks (T)=10...
2024.09
67.7
75.1
FeCAM
Number of Tasks (T)=10...
2024.09
67.6
74.9
FeCAM
Number of Tasks (T)=5,...
2024.09
67.3
75.3
ACIL
Number of Tasks (T)=10...
2024.09
67.2
74.6
ACIL
Number of Tasks (T)=5,...
2024.09
67
74.8
AdaGauss
Number of Tasks (T)=5,...
2024.09
66.8
74.1
FeTrIL
Number of Tasks (T)=5,...
2024.09
65.6
72.8
FeTrIL
Number of Tasks (T)=10...
2024.09
65.3
72.1
AdaGauss
Number of Tasks (T)=10...
2024.09
62.8
68
SSRE
Number of Tasks (T)=10...
2024.09
61.4
67.7
SSRE
Number of Tasks (T)=5,...
2024.09
58.3
65.2
PASS
Number of Tasks (T)=10...
2024.09
58.2
61.8
PASS
Number of Tasks (T)=5,...
2024.09
57.9
64.4
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