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Image Classification on CIFAR-10 (Accuracy, Parameter Reduction)
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97.92
Accuracy
LoRA
76.6104
82.1427
87.675
93.2073
Apr 7, 2026
Accuracy
Parameter Reduction Factor
Updated 11d ago
Evaluation Results
Method
Method
Links
Accuracy
Parameter Reduction Factor
LoRA
Backbone=ViT-B/16
2026.04
97.92
860.28
CDWF
Backbone=ViT-B/16, Par...
2026.04
96.81
859.35
Full Fine-tuning (FL)
Backbone=ViT-B/16
2026.04
96.33
1
Full Fine-tuning (FL)
Backbone=ResNet-101
2026.04
86.94
1
Full Fine-tuning (FL)
Backbone=ResNet-18
2026.04
85.63
1
CDWF
Backbone=ResNet-101, P...
2026.04
84.79
53.03
CDWF
Backbone=ResNet-18, Pa...
2026.04
83.19
24.34
LoRA
Backbone=ResNet-101
2026.04
81.74
65.12
LoRA
Backbone=ResNet-18
2026.04
77.43
21.14
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