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Formal Verification on MNIST Deep first 1000 images (val)
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-11.5
Relative Verification Bound
BDD+
-12.684
-4.692
3.3
11.292
Oct 14, 2022
Relative Verification Bound
Updated 4d ago
Evaluation Results
Method
Method
Links
Relative Verification Bound
BDD+
Setting=all-stage
2022.10
-11.5
BDD+
Setting=single-stage
2022.10
-8.6
LP
Setting=all-stage
2022.10
-8.2
LP
Setting=single-stage
2022.10
-6.6
AS
Setting=single-stage
2022.10
-6.3
Anderson
Setting=single-stage
2022.10
-5.9
AS256
Setting=all-stage
2022.10
-5
AS512
Setting=all-stage
2022.10
-3.1
BDD+ -> ZD
Setting=all-stage
2022.10
0
ZD-2D
Setting=single-stage
2022.10
0
AS256 -> ZD
Setting=all-stage
2022.10
2.3
AS512 -> ZD
Setting=all-stage
2022.10
3.3
ZD-MIP
Setting=single-stage
2022.10
18.1
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