Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing
Table 7: Accuracy-flipping on VQA-IR edit test split with zero overlap.
['[EMPTY]', 'C+L (%)', 'SAAA (%)', 'SNMN (%)']
For our fine-tuning experiments, we use a strict subset of IV-VQAwith an overlap score of zero. As we see, the numbers are comparable to the model’s performance on the overall set.