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Benchmarks
Local Explanation Generation on Covtype
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100
Stability
DLIME
91.368
93.609
95.85
98.091
Mar 21, 2026
Stability
Fidelity
Regularity
Updated 25d ago
Evaluation Results
Method
Method
Links
Stability
Fidelity
Regularity
DLIME
2026.03
100
-
-
sLIME
2026.03
99.9
-
-
GLIME
2026.03
99.1
-
-
LR-LIME
Surrogate Model=LR
2026.03
98.4
36.2
89
DT-LIME
Surrogate Model=DT
2026.03
98.3
55.6
92.6
MeLIME
2026.03
98.2
-
-
OptiLIME
2026.03
97.5
-
-
iLIME
2026.03
97.2
-
-
MPS-LIME
2026.03
95.4
-
-
KL-LIME
2026.03
94.9
-
-
NDT-LIME
Surrogate Model=NDT
2026.03
93.1
63.2
84.9
NDT
2026.03
93.1
-
-
BayLIME
2026.03
92.6
-
-
GMM-LIME
2026.03
91.7
-
-
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