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ResearchFormerly WizWand

Attribution Faithfulness on VGGFace2 (val)

0.1304Deletion ScoreHSIC-Attribution
0.1232040.1717770.220350.268923Feb 14, 2024
Updated 8mo ago

Evaluation results

MethodLinks
HSIC-AttributionApplied SMDL Enhancement=true2024.020.13040.6705
HSIC-AttributionApplied SMDL Enhancement=false2024.020.13170.6694
RISEApplied SMDL Enhancement=true2024.020.13460.6548
RISEApplied SMDL Enhancement=false2024.020.13750.653
SaliencyApplied SMDL Enhancement=true2024.020.15890.6287
LIMEApplied SMDL Enhancement=true2024.020.16530.6314
Kernel ShapApplied SMDL Enhancement=true2024.020.16690.6314
SaliencyApplied SMDL Enhancement=false2024.020.19070.5612
Grad-CAMApplied SMDL Enhancement=true2024.020.19820.5867
LIMEApplied SMDL Enhancement=false2024.020.20340.6185
Kernel ShapApplied SMDL Enhancement=false2024.020.21190.6132
Grad-CAMApplied SMDL Enhancement=false2024.020.31030.4733