Explanation Fidelity Estimation on Iris benchmark leaderboard · SOTA2 Research

Explanation Fidelity Estimation on Iris

0.86Fidelity (R2 Score)NDT-LIME

Evaluation Results

Method	Links
NDT-LIME2026.03		0.86
iLIME2026.03		0.655
GLIME2026.03		0.64
MeLIME2026.03		0.63
BayLIME2026.03		0.624
sLIME2026.03		0.61
MPS-LIME2026.03		0.6
KL-LIME2026.03		0.585
OptiLIME2026.03		0.57
DLIME2026.03		0.563
GMM-LIME2026.03		0.545