Visual Question Answering (VQA) on TextVQA test-standard
Metric: overall (higher is better)
Metric: overall (higher is better)
| # | Model↕ | overall▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PaLI | 73.1 | No | PaLI: A Jointly-Scaled Multilingual Language-Ima... | 2022-09-14 | Code |
| 2 | TAP | 53.97 | No | - | - | - |
| 3 | TAG | 53.69 | No | TAG: Boosting Text-VQA via Text-aware Visual Que... | 2022-08-03 | Code |
| 4 | PromptCap | 51.8 | No | PromptCap: Prompt-Guided Task-Aware Image Captio... | 2022-11-15 | Code |
| 5 | ssbaseline | 45.66 | No | - | - | - |
| 6 | SMA single model | 45.51 | No | - | - | - |
| 7 | SAM (Single Model) | 44.8 | No | - | - | - |
| 8 | colab_buaa | 44.73 | No | - | - | - |
| 9 | CRN (Single Model) | 40.96 | No | - | - | - |
| 10 | CIG | 40.77 | No | - | - | - |
| 11 | M4C | 40.46 | Yes | - | - | - |
| 12 | Shuai | 39.95 | No | - | - | - |
| 13 | mmgnn | 32.46 | No | - | - | - |