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Cross-dataset generalization on 10 Target Datasets (test)
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67.34
Avg Acc
MMRL++
62.5248
63.7749
65.025
66.2751
Dec 16, 2024
Jan 10, 2025
Feb 4, 2025
Mar 1, 2025
Mar 26, 2025
Apr 20, 2025
May 15, 2025
Avg Acc
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Acc
MMRL++
mode=Target Average
2025.05
67.34
MMRL
mode=Target Average
2025.05
67.15
Skip Tuning
Training Time (s)=1139...
2024.12
67
MMA
mode=Target Average
2025.05
66.34
MaPLe
Training Time (s)=4942...
2024.12
66.3
TCP
Training Time (s)=1617...
2024.12
66.29
MaPLe
mode=Target Average
2025.05
66.06
TCP
mode=Target Average
2025.05
66.05
ProSRC.
Training Time (s)=5009...
2024.12
65.81
PromptSRC
mode=Target Average
2025.05
65.75
CoCoOp
Training Time (s)=9391...
2024.12
65.74
DePT
Training Time (s)=2279...
2024.12
65.55
KgCoOp
Training Time (s)=3163...
2024.12
65.51
CoOpOp
mode=Target Average
2025.05
65.31
CoPro
Training Time (s)=1916...
2024.12
64.81
CoOp
Training Time (s)=3163...
2024.12
63.88
CoOp
mode=Target Average
2025.05
63.62
ProGrad
Training Time (s)=5622...
2024.12
62.71
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