VisualMRC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Document Retrieval | VisualMRC | Recall@160.78 | 32 | |
| Visual Machine Reading Comprehension | VisualMRC (test) | CIDEr364.2 | 18 | |
| Visual Machine Reading Comprehension | VisualMRC v1.0 (test) | BLEU-157.2 | 14 | |
| Document Visual Question Answering | VisualMRC (test) | ROUGE-L55.76 | 13 | |
| Document Visual Question Answering | VisualMRC | ANLS73.7 | 12 | |
| OCR error correction | VisualMRC | Wins94 | 7 | |
| Visual Machine Reading Comprehension | VisualMRC | CIDEr307.5 | 6 | |
| Text-oriented Visual Question Answering | VisualMRC | CIDEr221.7 | 6 | |
| Visual Question Answering | VisualMRC (test) | CIDEr264.1 | 6 | |
| Question Answering | VisualMRC | CIDEr329.2 | 4 | |
| Reading Comprehension | VisualMRC | CIDEr347.3 | 3 | |
| Document Visual Question Answering | VisualMRC (sampled test) | BLEU-442.1 | 3 |
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