Visual Question Answering (VQA) on WHOOPS!
Metric: Exact Match (higher is better)
Metric: Exact Match (higher is better)
| # | Model↕ | Exact Match▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BLIP2 FlanT5-XXL (Fine-tuned) | 21 | Yes | Breaking Common Sense: WHOOPS! A Vision-and-Lang... | 2023-03-13 | - |
| 2 | BLIP2 FlanT5-XL (Fine-tuned) | 20 | Yes | Breaking Common Sense: WHOOPS! A Vision-and-Lang... | 2023-03-13 | - |
| 3 | BLIP2 FlanT5-XXL (Zero-shot) | 15 | No | Breaking Common Sense: WHOOPS! A Vision-and-Lang... | 2023-03-13 | - |
| 4 | OFA Large | 8 | No | Breaking Common Sense: WHOOPS! A Vision-and-Lang... | 2023-03-13 | - |
| 5 | BLIP Large | 6 | No | Breaking Common Sense: WHOOPS! A Vision-and-Lang... | 2023-03-13 | - |
| 6 | BLIP2 FlanT5-XXL (Text-only FT) | 4 | Yes | Breaking Common Sense: WHOOPS! A Vision-and-Lang... | 2023-03-13 | - |