Text Spotting
Scene Text Spotting is the combination of Scene Text Detection and Scene Text Recognition in an end-to-end manner. It is the ability to read natural text in the wild.
Papers
Showing 1–25 of 112 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | UNITS | F-measure (%) - Strong Lexicon | 89 | — | Unverified |
| 2 | DeepSolo (ViTAEv2-S, TextOCR) | F-measure (%) - Strong Lexicon | 88.1 | — | Unverified |
| 3 | DeepSolo(ResNet-50, TextOCR) | F-measure (%) - Strong Lexicon | 88 | — | Unverified |
| 4 | DeepSolo(ResNet-50) | F-measure (%) - Strong Lexicon | 86.8 | — | Unverified |
| 5 | SRTS | F-measure (%) - Strong Lexicon | 85.6 | — | Unverified |
| 6 | TESTR | F-measure (%) - Strong Lexicon | 85.2 | — | Unverified |
| 7 | A3S | F-measure (%) - Strong Lexicon | 84.8 | — | Unverified |
| 8 | GLASS | F-measure (%) - Strong Lexicon | 84.7 | — | Unverified |
| 9 | SwinTextSpotter | F-measure (%) - Strong Lexicon | 83.9 | — | Unverified |
| 10 | FOTS | F-measure (%) - Strong Lexicon | 83.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepSolo (ViTAEv2-S, TextOCR) | F-measure (%) - No Lexicon | 83.6 | — | Unverified |
| 2 | DeepSolo (ResNet-50, TextOCR) | F-measure (%) - No Lexicon | 82.5 | — | Unverified |
| 3 | DeepSolo (ResNet-50) | F-measure (%) - No Lexicon | 79.7 | — | Unverified |
| 4 | A3S | F-measure (%) - No Lexicon | 79.4 | — | Unverified |
| 5 | UNITS | F-measure (%) - No Lexicon | 78.7 | — | Unverified |
| 6 | GLASS | F-measure (%) - No Lexicon | 76.6 | — | Unverified |
| 7 | DEER | F-measure (%) - No Lexicon | 74.8 | — | Unverified |
| 8 | SwinTextSpotter | F-measure (%) - No Lexicon | 74.3 | — | Unverified |
| 9 | TESTR | F-measure (%) - No Lexicon | 73.3 | — | Unverified |
| 10 | MANGO | F-measure (%) - No Lexicon | 72.9 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | A3S | F-measure (%) - No Lexicon | 64.4 | — | Unverified |
| 2 | DeepSolo (ResNet-50) | F-measure (%) - No Lexicon | 64.2 | — | Unverified |
| 3 | SPTS | F-measure (%) - No Lexicon | 63.6 | — | Unverified |
| 4 | ABINet++ | F-measure (%) - No Lexicon | 60.2 | — | Unverified |
| 5 | TPSNet | F-measure (%) - No Lexicon | 59.7 | — | Unverified |
| 6 | MANGO | F-measure (%) - No Lexicon | 58.9 | — | Unverified |
| 7 | ABCNet v2 | F-measure (%) - No Lexicon | 57.5 | — | Unverified |
| 8 | TextPerceptron | F-measure (%) - No Lexicon | 57 | — | Unverified |
| 9 | TESTR | F-measure (%) - No Lexicon | 56 | — | Unverified |
| 10 | SwinTextSpotter | F-measure (%) - No Lexicon | 51.8 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DeepSolo (ViTAEv2-S, TextOCR) | F-measure (%) - No Lexicon | 68.8 | — | Unverified |
| 2 | DeepSolo (ResNet-50, TextOCR) | F-measure (%) - No Lexicon | 64.6 | — | Unverified |
| 3 | SwinTextSpotter | F-measure (%) - No Lexicon | 55.4 | — | Unverified |
| 4 | DeepSolo (ResNet-50) | F-measure (%) - No Lexicon | 48.5 | — | Unverified |
| 5 | MaskTextSpotter v2 | F-measure (%) - No Lexicon | 39 | — | Unverified |
| 6 | SPTS | F-measure (%) - No Lexicon | 38.3 | — | Unverified |
| 7 | ABCNet v2 | F-measure (%) - No Lexicon | 34.5 | — | Unverified |
| 8 | TESTR | F-measure (%) - No Lexicon | 34.2 | — | Unverified |
| 9 | ABCNet | F-measure (%) - No Lexicon | 22.2 | — | Unverified |