TextVQA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Visual Question Answering | TextVQA | Accuracy85.4 | 1,455 | |
| Text-based Visual Question Answering | TextVQA | Accuracy88.5 | 984 | |
| Visual Question Answering | TextVQA (val) | VQA Score7,040 | 371 | |
| Text-based Visual Question Answering | TextVQA (val) | Accuracy86.5 | 276 | |
| Visual Question Answering | TextVQA | TextVQA Accuracy85.9 | 210 | |
| Text-based Visual Question Answering | TextVQA | TextVQA Accuracy88.69 | 141 | |
| Visual Question Answering | TextVQA (test) | Accuracy81.1 | 124 | |
| Text-based Visual Question Answering | TextVQA | Score67.32 | 112 | |
| Text-based Visual Question Answering | TextVQA | Accuracy81.58 | 106 | |
| Text-based Visual Question Answering | TextVQA (VQA^T) | Accuracy78 | 96 | |
| Visual Question Answering | TextVQA | Accuracy88.7 | 94 | |
| OCR Visual Question Answering | TextVQA | Accuracy84.9 | 88 | |
| Visual Question Answering | TextVQA v1.0 (val) | Accuracy85.5 | 84 | |
| Visual Question Answering | TextVQA | Accuracy97.15 | 79 | |
| Visual Question Answering | TextVQA | TextVQA Score90 | 76 | |
| Text-based Visual Question Answering | TextVQA VQAT | Accuracy69.74 | 71 | |
| Text-based Visual Question Answering | TextVQA | Score85.2 | 70 | |
| OCR-related Understanding Tasks | TextVQA (val) | Accuracy86.62 | 64 | |
| Visual Question Answering | TextVQA | Accuracy97 | 44 | |
| Image Understanding | TextVQA | Accuracy725 | 43 | |
| Visual Question Answering on Text | TextVQA | Accuracy58.21 | 41 | |
| Visual Question Answering | TextVQA v1.0 (test) | Accuracy86.79 | 40 | |
| Text-based Visual Question Answering | TextVQA (test) | Accuracy83.8 | 39 | |
| Visual Question Answering | TextVQA | Clean Accuracy70.3 | 37 | |
| Text-based Visual Question Answering | TextVQA | VQAText Score82.7 | 35 |
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