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Continual Learning on Split-MNIST (train test)
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98.9
Accuracy
HyperNet Learned
13.1
35.375
57.65
79.925
Mar 8, 2026
Accuracy
Forgetting
P5 Delta
Context Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Forgetting
P5 Delta
Context Accuracy
HyperNet Learned
Paradigm=Cond. Regen....
2026.03
98.9
0
95.2
-
HyperNet Oracle
Paradigm=Cond. Regen....
2026.03
98.8
0
97.6
-
CFlow (ODE)
Paradigm=State Transfo...
2026.03
92.4
6.1
0
-
Experience Replay
Paradigm=Replay (Cctx...
2026.03
85.9
12.5
0
-
LwF
Paradigm=State Protect...
2026.03
24.2
54.8
0
-
EWC
Paradigm=State Protect...
2026.03
18.9
97.6
0
-
NaiveSGD
Paradigm=State Protect...
2026.03
18.7
97.1
0
-
SI
Paradigm=State Protect...
2026.03
16.4
97.1
0
-
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