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Comparison of recognition accuracy of different categories of pottery.
| Method | Color pottery (%) | Faience (%) | Painted pottery (%) | Stamped pottery (%) | Glazed pottery (%) |
|---|---|---|---|---|---|
| SVM | 70 | 73 | 76 | 69 | 65 |
| SSD | 82 | 85 | 86 | 80 | 79 |
| Faster R-CNN | 85 | 90 | 92 | 83 | 83 |
| Ours | 95 | 97 | 98 | 90 | 91 |
