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Continual Image Personalization on ImageNet (test)
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83.3
V1 Image Adaptation Score
FL2T
80.7
81.375
82.05
82.725
Jan 5, 2026
V1 Image Adaptation Score
V1 Task Adaptation Score
V2 Image Adaptation Score
V2 Task Adaptation Score
V3 Image Adaptation Score
V3 Task Adaptation Score
V4 Image Adaptation Score
V4 Task Adaptation Score
V5 Image Adaptation Score
V5 Task Adaptation Score
V6 Image Adaptation Score
V6 Task Adaptation Score
V7 Image Adaptation Score
V7 Task Adaptation Score
V8 Image Adaptation Score
V8 Task Adaptation Score
V9 Image Adaptation Score
V9 Task Adaptation Score
V10 Image Adaptation Score
V10 Task Adaptation Score
Average Image Adaptation Score
Average Task Adaptation Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
V1 Image Adaptation Score
V1 Task Adaptation Score
V2 Image Adaptation Score
V2 Task Adaptation Score
V3 Image Adaptation Score
V3 Task Adaptation Score
V4 Image Adaptation Score
V4 Task Adaptation Score
V5 Image Adaptation Score
V5 Task Adaptation Score
V6 Image Adaptation Score
V6 Task Adaptation Score
V7 Image Adaptation Score
V7 Task Adaptation Score
V8 Image Adaptation Score
V8 Task Adaptation Score
V9 Image Adaptation Score
V9 Task Adaptation Score
V10 Image Adaptation Score
V10 Task Adaptation Score
Average Image Adaptation Score
Average Task Adaptation Score
FL2T
guidance=proxy
2026.01
83.3
74.8
75.7
73.1
82.1
79.8
84.4
83.3
83.3
83.7
84.8
70.2
78.7
73.9
88.1
77.5
83.3
80.2
92.6
86.8
83.7
79
CIDM
2026.01
80.8
74.1
71.4
77.9
81.3
81.7
83
82.6
79.2
83.7
84.5
69.6
76.7
72.3
87.5
73.7
82.2
79.9
85
82.8
81.2
78.5
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