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ResearchFormerly WizWand

Visual Explanation Generation on VQA-X (test)

2.41EMDFaithful Multimodal Explanation (Justification)
2.40082.46292.5252.5871Sep 8, 2018
Updated 8mo ago

Evaluation results

MethodLinks
Faithful Multimodal Explanation (Justification)Number of explanations=29K, Ls (source identifier loss)=true2018.092.41
Faithful Multimodal Explanation (Justification)Number of explanations=29K2018.092.46
Faithful Multimodal Explanation (Explanation)Number of explanations=15K, Ls (source identifier loss)=true, F (filtering unfaithful explanations)=true, Lf (faithful gradient alignment loss)=true2018.092.52
Faithful Multimodal Explanation (Explanation)Number of explanations=15K, F (filtering unfaithful explanations)=true2018.092.56
Faithful Multimodal Explanation (Justification)Number of explanations=15K2018.092.59
PJ-XNumber of explanations=29K2018.092.64