Local Explanation Generation on Covtype
100StabilityDLIME
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DLIME2026.03 | 100 | — | — | |
| sLIME2026.03 | 99.9 | — | — | |
| GLIME2026.03 | 99.1 | — | — | |
| LR-LIMESurrogate Model=LR2026.03 | 98.4 | 36.2 | 89 | |
| DT-LIMESurrogate Model=DT2026.03 | 98.3 | 55.6 | 92.6 | |
| MeLIME2026.03 | 98.2 | — | — | |
| OptiLIME2026.03 | 97.5 | — | — | |
| iLIME2026.03 | 97.2 | — | — | |
| MPS-LIME2026.03 | 95.4 | — | — | |
| KL-LIME2026.03 | 94.9 | — | — | |
| NDT-LIMESurrogate Model=NDT2026.03 | 93.1 | 63.2 | 84.9 | |
| NDT2026.03 | 93.1 | — | — | |
| BayLIME2026.03 | 92.6 | — | — | |
| GMM-LIME2026.03 | 91.7 | — | — |