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Benchmarks
Class-Incremental Learning on ImageNet-R 20 tasks
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82
Accuracy (20 Tasks)
CMM
68.7816
72.2133
75.645
79.0767
Mar 30, 2024
Jun 29, 2024
Sep 28, 2024
Dec 28, 2024
Mar 29, 2025
Jun 28, 2025
Sep 28, 2025
Accuracy (20 Tasks)
Average Performance (20 Tasks)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (20 Tasks)
Average Performance (20 Tasks)
CMM
Memory=Theta(1)
2025.09
82
-
LwF
Memory=Theta(1)
2025.09
81.82
-
EWC
Memory=Theta(1)
2025.09
81.48
-
MaxAbs
Memory=Theta(N)
2025.09
80.92
-
TIES
Memory=Theta(N)
2025.09
80.83
-
Avg
Memory=Theta(N)
2025.09
80.27
-
RandMix
Memory=Theta(N)
2025.09
80.18
-
InfLoRA
2024.03
77.28
71.01
HiDe-Prompt
2024.03
76.71
66.88
SeqLoRA
2024.03
69.29
56.98
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