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Image Classification on CIFAR-100 (Accuracy and Pruning Efficiency)
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70.7
Top-1 Accuracy
Fibottention
47.82
53.76
59.7
65.64
Jun 27, 2024
Top-1 Accuracy
Pruning Ratio
Updated 4d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
Pruning Ratio
Fibottention
Backbone=ViT-B
2024.06
70.7
98.01
Longformer
Backbone=ViT-B
2024.06
64.7
98.47
BigBird
Backbone=ViT-B
2024.06
63.4
97.96
Efficient Attention
Backbone=ViT-B
2024.06
62.6
97.98
Full Attention
Backbone=ViT-B
2024.06
59.4
0
Sparse Transformer
Backbone=ViT-B
2024.06
58.2
98.47
Top-k Attention
Backbone=ViT-B
2024.06
57.1
98.48
Random Attention
Backbone=ViT-B
2024.06
56.5
98.52
Linformer
Backbone=ViT-B
2024.06
48.7
97.96
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