XAI Attribution on ImageNet-S (val) benchmark leaderboard · SOTA2 Research

XAI Attribution on ImageNet-S (val)

0.651Attribution LocalizationSplitCAM

Evaluation Results

Method	Links
SplitCAM2026.01		0.651	0.912	0.213	1.794	0.389
SplitCAM2026.01		0.635	0.938	0.165	1.59	0.456
SplitGrad2026.01		0.635	0.883	0.186	1.756	0.651
Guided Backprop2026.01		0.632	0.883	0.281	2.302	0.571
LRP2026.01		0.615	0.68	0.218	1.918	0.519
Guided Backprop2026.01		0.614	0.887	0.24	2.091	0.375
SplitLRP2026.01		0.588	0.871	0.151	1.473	0.282
LayerCAM2026.01		0.58	0.855	0.3	2.191	5.508
LRP2026.01		0.577	0.611	0.279	2.255	0.491
LayerCAM2026.01		0.576	0.798	0.317	2.474	2.656
GradCAM++2026.01		0.564	0.827	0.13	1.245	0.401
SplitCAM2026.01		0.563	0.836	0.3	2.404	1.012
Integrated Gradients2026.01		0.554	0.797	0.262	1.851	1.069
Gradient SHAP2026.01		0.552	0.783	0.261	1.862	1.142
DeepLift2026.01		0.551	0.726	0.281	1.945	1.053
SplitGrad2026.01		0.54	0.818	0.249	2.186	0.857
Occlusion2026.01		0.499	0.716	0.13	1.217	0.699
Feature Ablation2026.01		0.479	0.624	0.123	1.25	0.859
Random Baseline2026.01		0.425	0.458	0.203	1.585	—