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ResearchFormerly WizWand

Attribution Faithfulness on CUB

0.144Faithfulness CorrelationCAFO
-0.02760.016950.06150.10605Apr 23, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CAFOModel=DenseNet2026.040.144
H-SetsModel=MobileNet2026.040.128
H-SetsModel=VGG2026.040.124
H-SetsModel=ResNet2026.040.123
ArchModel=ResNet2026.040.122
ArchModel=DenseNet2026.040.111
CAFOModel=MobileNet2026.040.092
MoXIModel=ResNet2026.040.037
ArchModel=MobileNet2026.040.035
ArchModel=VGG2026.040.033
H-SetsModel=DenseNet2026.040.029
MoXIModel=DenseNet2026.040.025
CAFOModel=ResNet2026.040.016
MoXIModel=MobileNet2026.040.013
CAFOModel=VGG2026.040.009
CASOModel=VGG2026.040.008
CASOModel=ResNet2026.040.003
CASOModel=MobileNet2026.04-0.001
IGModel=MobileNet2026.04-0.004
IGModel=ResNet2026.04-0.008
IGModel=DenseNet2026.04-0.008
MoXIModel=VGG2026.04-0.009
IGModel=VGG2026.04-0.015
CASOModel=DenseNet2026.04-0.021