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Benchmarks
Domain Incremental Learning on DomainNet Known
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74.19
AA (all)
HEDP
11.0724
27.4587
43.845
60.2313
May 7, 2026
AA (all)
AA (top 5)
Updated 26d ago
Evaluation Results
Method
Method
Links
AA (all)
AA (top 5)
HEDP
Prompt=true, Buffer (/...
2026.05
74.19
74.43
CP-Prompt
Prompt=true, Buffer (/...
2026.05
73.15
73.52
MoP-CLIP
Prompt=true, Buffer (/...
2026.05
69.72
70.39
S-liPrompts
Prompt=true, Buffer (/...
2026.05
67.75
67.59
ESN
Prompt=true, Buffer (/...
2026.05
66.46
66.44
DyTox
Prompt=true, Buffer (/...
2026.05
62.94
-
SupCon
Prompt=false, Buffer (...
2026.05
50.9
-
BYOL
Prompt=false, Buffer (...
2026.05
49.7
-
LwF
Prompt=false, Buffer (...
2026.05
49.2
-
Barlow Twins
Prompt=false, Buffer (...
2026.05
48.9
-
EWC
Prompt=false, Buffer (...
2026.05
47.6
-
SimCLR
Prompt=false, Buffer (...
2026.05
44.2
-
L2P
Prompt=true, Buffer (/...
2026.05
40.1
-
DyTox
Prompt=true, Buffer (/...
2026.05
13.5
-
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