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Benchmarks
Counterfactual Explanation on vehicle
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1
Validity
ExDBSCAN
-0.04
0.23
0.5
0.77
May 28, 2026
Validity
Proximity Score
Updated 5d ago
Evaluation Results
Method
Method
Links
Validity
Proximity Score
ExDBSCAN
2026.05
1
-
ExDBSCAN Random
variant=random
2026.05
1
-
DiCE Direct
type=direct
2026.05
0.5
-
BayCon Random
variant=random
2026.05
0.2
-
BayCon Closest
variant=closest
2026.05
0.2
-
GS Surrogate
type=surrogate
2026.05
0.07
-
GS Direct
type=direct
2026.05
0
-
DiCE Surrogate
type=surrogate
2026.05
0
-
ExDBSCAN
Non-actionable feature...
2026.05
-
2.3
BayCon
Non-actionable feature...
2026.05
-
1.4
BayCon
Non-actionable feature...
2026.05
-
0.6
GS
Non-actionable feature...
2026.05
-
0.2
ExDBSCAN
Non-actionable feature...
2026.05
-
4.9
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