COCO-Text
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Scene Text Recognition | COCO-Text (test) | Accuracy83 | 33 | |
| Text Detection | COCO-text (test) | Recall56.7 | 19 | |
| Referring Text Classification | COCO-Text Out-of-Domain | Accuracy84.62 | 17 | |
| Referring Text Classification | COCO-Text (test) | Accuracy83.6 | 15 | |
| Scene Text Recognition | COCO-Text 36-char (test) | Word Accuracy79.8 | 12 | |
| Scene Text Detection | COCO-Text ICDAR2017 Robust Reading Challenge V1.4 (test) | Precision72.5 | 10 | |
| Scene Text Detection | COCO-Text V1.1 (test) | Precision89.7 | 9 | |
| Scene Text Recognition | COCO-Text Irregular | Word Accuracy78.84 | 8 | |
| Text Detection | COCO-Text | Recall30.9 | 6 | |
| Text Detection | COCO-Text Challenge | Recall (IoU=0.5)66 | 4 | |
| Text Detection | COCO-Text (full) | Precision89.73 | 3 | |
| Text Detection | COCO-Text (val) | Precision43.23 | 1 |
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