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XAI Attribution on ImageNet-S (val)

0.651Attribution Localization

SplitCAM

Updated 2d ago

Evaluation Results

Method	Links
SplitCAM 2026.01		0.651	0.912	0.213	1.794	0.389
SplitCAM 2026.01		0.635	0.938	0.165	1.59	0.456
SplitGrad 2026.01		0.635	0.883	0.186	1.756	0.651
Guided Backprop 2026.01		0.632	0.883	0.281	2.302	0.571
LRP 2026.01		0.615	0.68	0.218	1.918	0.519
Guided Backprop 2026.01		0.614	0.887	0.24	2.091	0.375
SplitLRP 2026.01		0.588	0.871	0.151	1.473	0.282
LayerCAM 2026.01		0.58	0.855	0.3	2.191	5.508
LRP 2026.01		0.577	0.611	0.279	2.255	0.491
LayerCAM 2026.01		0.576	0.798	0.317	2.474	2.656
GradCAM++ 2026.01		0.564	0.827	0.13	1.245	0.401
SplitCAM 2026.01		0.563	0.836	0.3	2.404	1.012
Integrated Gradients 2026.01		0.554	0.797	0.262	1.851	1.069
Gradient SHAP 2026.01		0.552	0.783	0.261	1.862	1.142
DeepLift 2026.01		0.551	0.726	0.281	1.945	1.053
SplitGrad 2026.01		0.54	0.818	0.249	2.186	0.857
Occlusion 2026.01		0.499	0.716	0.13	1.217	0.699
Feature Ablation 2026.01		0.479	0.624	0.123	1.25	0.859
Random Baseline 2026.01		0.425	0.458	0.203	1.585	-