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Benchmarks
Defocus Blur Detection on DUT
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0.89
F-beta
EVPv1
0.79016
0.81608
0.842
0.86792
May 29, 2023
F-beta
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
F-beta
MAE
EVPv1
Backbone=SegFormer [72]
2023.05
0.89
0.068
EVPv2
Backbone=SegFormer [72]
2023.05
0.887
0.07
EVPv2
Backbone=ViT-MAE [65]
2023.05
0.883
0.078
EVPv2
Backbone=ViT-CLS [45]
2023.05
0.868
0.083
EVPv2
Backbone=ViT-SAM [69]
2023.05
0.866
0.097
EFENet
2023.05
0.854
0.094
BTBNet
2023.05
0.827
0.138
DeFusionNet
2023.05
0.823
0.118
CENet
2023.05
0.817
0.135
DAD
2023.05
0.794
0.153
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