Feature Attribution on IRIS benchmark leaderboard · SOTA2 Research

Feature Attribution on IRIS

0.007INFDSHAP

Evaluation Results

Method	Links
SHAP2022.01		0.007	0.137	0.218	0.664	0.524
MeLIME2022.01		0.008	0.049	0.219	0.629	0.464
MeLIME2022.01		0.008	0.049	0.219	0.629	0.464
LINEX2022.01		0.009	0.029	0.024	0.744	0.942
MAPLE2022.01		0.009	0.038	0.261	0.458	0.586
LINEX2022.01		0.009	0.029	0.024	0.744	0.942
MAPLE2022.01		0.009	0.038	0.261	0.458	0.586
LINEX2022.01		0.013	0.052	0.044	0.802	0.921
LINEX2022.01		0.013	0.02	0.026	0.694	0.929
LINEX2022.01		0.013	0.052	0.044	0.802	0.921
LINEX2022.01		0.013	0.02	0.026	0.694	0.929
LIME2022.01		0.015	0.132	0.319	0.646	0.667
S-LIME2022.01		0.015	0.077	0.143	0.704	0.878
LIME2022.01		0.015	0.132	0.319	0.646	0.667
S-LIME2022.01		0.015	0.077	0.143	0.704	0.878
NB2022.01		0.04	0.067	0.319	0.646	0.667
NB2022.01		0.058	0.034	0.219	0.629	0.464