Visual Explanation Generation on VQA-X (test)
2.41EMDFaithful Multimodal Explanation (Justification)
Evaluation Results
| Method | Links | |
|---|---|---|
| Faithful Multimodal Explanation (Justification)Number of explanations=29K, Ls (source identifier loss)=true2018.09 | 2.41 | |
| Faithful Multimodal Explanation (Justification)Number of explanations=29K2018.09 | 2.46 | |
| Faithful Multimodal Explanation (Explanation)Number of explanations=15K, Ls (source identifier loss)=true, F (filtering unfaithful explanations)=true, Lf (faithful gradient alignment loss)=true2018.09 | 2.52 | |
| Faithful Multimodal Explanation (Explanation)Number of explanations=15K, F (filtering unfaithful explanations)=true2018.09 | 2.56 | |
| Faithful Multimodal Explanation (Justification)Number of explanations=15K2018.09 | 2.59 | |
| PJ-XNumber of explanations=29K2018.09 | 2.64 |