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Benchmarks
Class-Incremental Learning on CUB-200 Split (10-task)
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88
FAA
Joint-Train.
7.9616
28.7408
49.52
70.2992
Oct 27, 2024
FAA
CAA
Updated 3d ago
Evaluation Results
Method
Method
Links
FAA
CAA
Joint-Train.
Backbone=ViT-Base, Pre...
2024.10
88
-
VQ-Prompt
Backbone=ViT-Base, Pre...
2024.10
86.72
90.33
HiDe-Prompt
Backbone=ViT-Base, Pre...
2024.10
86.61
87.01
SLCA
Backbone=ViT-Base, Pre...
2024.10
84.71
90.94
BiC
Backbone=ViT-Base, Pre...
2024.10
81.91
89.92
CODA-P
Backbone=ViT-Base, Pre...
2024.10
70.03
74.26
LwF
Backbone=ViT-Base, Pre...
2024.10
69.75
80.45
DualPrompt
Backbone=ViT-Base, Pre...
2024.10
66
77.92
FT++
Backbone=ViT-Base, Pre...
2024.10
37.81
63.55
FT
Backbone=ViT-Base, Pre...
2024.10
11.04
31.96
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