Before revision:  We show that SQuINT improves model consistency by 7.8 \%, also marginally improving its performance on the Reasoning questions in VQA, while also displaying qualitatively better attention maps.
After revision:  We show that SQuINT improves model consistency by 7.8 \%, also marginally improving performance on the Reasoning questions in VQA, while also displaying qualitatively better attention maps.