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Benchmarks
Image Classification on ImageNet Distribution-based label imbalance 10 tasks (beta=0.5)
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74.8
FAA
Fed-TaLoRA (block 1-6, w/ MLP)
67
69.025
71.05
73.075
May 18, 2025
FAA
AIA
Updated 6d ago
Evaluation Results
Method
Method
Links
FAA
AIA
Fed-TaLoRA (block 1-6, w/ MLP)
block selection=block...
2025.05
74.8
80.7
Fed-TaLoRA (block 1, w/o MLP)
block selection=block...
2025.05
74.6
80.6
Fed-TaLoRA (block 1, w/ MLP)
block selection=block...
2025.05
74.5
80.6
PILoRA
2025.05
67.3
72.8
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