Explanatory Visual Question Answering on GQA-REX
Metric: ROUGE-L (higher is better)
Metric: ROUGE-L (higher is better)
| # | Model↕ | ROUGE-L▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | VCIN | 81.45 | No | - | - | Code |
| 2 | REX-LXMERT | 79.41 | No | REX: Reasoning-aware and Grounded Explanation | 2022-03-11 | Code |
| 3 | REX-VisualBert | 78.56 | No | REX: Reasoning-aware and Grounded Explanation | 2022-03-11 | Code |
| 4 | VQAE | 73.59 | No | VQA-E: Explaining, Elaborating, and Enhancing Yo... | 2018-03-20 | - |
| 5 | EXP | 73.51 | No | Faithful Multimodal Explanation for Visual Quest... | 2018-09-08 | Code |